From 677ae05159633a5e3d387aa3c0e0b492049fa16b Mon Sep 17 00:00:00 2001 From: oleh Date: Wed, 12 Feb 2025 14:40:28 +0100 Subject: [PATCH] chat history, modified database on aws, navigation modified, clearify promts, temporary closing translator, add verification of answer depending on user question --- Backend/__pycache__/model.cpython-311.pyc | Bin 13973 -> 15660 bytes Backend/model.py | 164 ++++++++----- Backend/server.py | 165 +++++++++---- frontend/src/App.tsx | 60 ++--- frontend/src/Components/ChatDetails.tsx | 58 +++++ frontend/src/Components/ChatHistory.tsx | 80 +++++++ frontend/src/Components/Navigation.tsx | 53 ++-- frontend/src/Components/NewChatPage.tsx | 186 +++++++++++++++ frontend/src/assets/call-center.png | Bin 0 -> 28198 bytes frontend/src/pages/HomePage.tsx | 279 +++++++++++++++------- 10 files changed, 791 insertions(+), 254 deletions(-) create mode 100644 frontend/src/Components/ChatDetails.tsx create mode 100644 frontend/src/Components/ChatHistory.tsx create mode 100644 frontend/src/Components/NewChatPage.tsx create mode 100644 frontend/src/assets/call-center.png diff --git a/Backend/__pycache__/model.cpython-311.pyc b/Backend/__pycache__/model.cpython-311.pyc index dcfc304c4cb6c174f5441b19d04e7663492d7b18..ea50eff0b6e0c6b805717950077c2d2e3b2c6be2 100644 GIT binary patch delta 5472 zcmcIneQ+Dcb-%?o_ze(%KmsI}pCCx^LzHN{BqN#r$k?VT#gWxoux09qJCPs(9J_a* zBo;JaMTzOe3gd25Yo<;uwY6$a=?-PuH7!SUY$*Q6ndu?r#2QRFRc6wew132yNj>B7 zUwwN=fTXNu`cIF<+jsB1ef#$9-tX=HIKDDp^$(SmWgI;F|8`|^=)qU2yeRQXpg)ab z=CE1d1VhXcw}!2V1Kt?3#qD9c#+zbg@$zuF#+!k!2v?NeEwRdYRk%viS!31lnsANA z+hUHmGwjrOd#pC@3cC(am@fa`039e7xsgOn{FsdME_mA8|hKh_l?SMlh`DegDn=S_F7y(Lbcc| z)QHVzOoHR0DcrK_-3jllbOY6y+r+vn?euy>E&UvM8ma`(%D%mR!X1J)91t6?bZSAwKT$YgQuZJXchxv$4bjJBiO;O zXjindazg8_(Ok6Mh)=bNO+rBETnXOQs~bkwbzNW6g@o>lT)0OFK^A(pGhq>WVdlNU zexd&&3ik=e1zX2@BZmO#|_k#KXSiP;T=Dw%iP}kM>L4-Bg8uZNQIxt;_ zem}*~yr-sr3j9s&2ll=Cm{;Nb{oIS-=LMX*nEMVG+yIyBxh0%i0{kC_|Md)?1F=5a%Mc(7 zk0nw|5~PkzU>)LI#Vs)T4HY8FWqPst6POB23+T->OC!rJ%m5~tVcnT#2!s8HY_80T z8TIz|wrENDka+?7owbB68<4w~S?0dhFQmt}p?O|~UXXW|aae1%a#|F65Pvv#>i^4n zrtiI=|Ht(t4p6LS1g-A$G$L9OZVA3(R1`cdz*o{ z*Us2SO{kl`S@}0Utq1dww-NErlA^50dDE;UE5t|nDo@3Jrn1DO$w`sWOx1zId9z4} zMDq4W&qc&pB`PKIMz9W65DccIgOOfF`heuEL{vyrl=EgmjPd75KmD(&fG3YcxdPNI zw&DXZ2CD~9WbN5%pP{COd1z&%jgfZxqNA(xVa7HyGRBCOUX~Fpv80Z1jGUssawII8 zqK-b{oI(Dze|C-|%TvtY1ogQT)U@^^*P5Z>C}E}HKLtiuxtq5?B1MvMF`-~GNPn~M zbu>sXdb?3AUG*M7@6+FSzp49er~P#gpaB}KJ8cW>(=>KkaUFN$u{%f4>3MQ`~=pWE{IE|0zG z$a%UqJ>BZaF}3_#?BDb)ZU2y27&vc%O?Xx$ky330A*(JLihKpktDJyR++RbjPa&Yj zpO_a6c20r)_fIWN-jqQw3FZ~c-ny}1q$z)kNwB7jw7SAwXFSfea*7SSZ9i=s2`-ov z6YX!pCc&06F|#y^7*2A6eZlm+>G*bg7MikR+CwMGmug=X# zb9^EyGW<(pED5vHoOo*q$CGmQExi*M{QM0Zo!~WR=keT>BqXxS7*InS2<&8>oD&5x zk$o$UkGEIk7)t$LpYFR+cHpgY%~ury2fIXs=j3O@sGCeGstDF#DJlhMe`c|0Q} z=A*I#A95ml71E?9UrP4k;-q(FIz4rFs*~i_CCKWYT=S5UD4vxRB2I{yXBiS@X7j&B zi8~YgEa}B_c#`mODKZt*(#Q5fak;g4(=!kw4>1#QhQ%AgbFh@K_Osb{=GdCw*y%7K z&g1!bR7@0SBFuw-IR?8YaqAKk5OBn{4DhldC1DYygm~*xLQ0l=0L#4GTH<3rznXn3 zGL;4+hI!emM4Ic3{x^JWllu31=kT)eE<~Sq{s|w83Q)cTtV75Up2v@}l7NLIfm*gL z#&fzI6o?^wG-%1&W3l+S9Oq*(9lmwkgn`oJA)sUwNYJdI6Zv!C^Nt-4P%5SPtdg(U z7Ky^RJ~(*-EM*2<8qDe?)?KvPHX7H`OfG=cC(L{U2pp!WEOs9K=tLpSF{Yr=+a7r99RY#=U7g&El{5kw43wM#i#_;m1%Za|ofeLJ(f=w# zb9m_WmIfO2PaFM<{o;Q?P%_DP^UD} zu9kY&LVc=!uM4fa*8t6x=H@0`^vrQk&%U|f)6=L+uQ*t$9GuXjwC~uZd~~6r<)F~J zSGe~^DD=H%&?+If;CtQ&l~8MGxaEf-b}PtpK||ga7Zo19KAwz#XxTtcGmUX7s>rO8 zYezj->tXaC^r_YZ$W0epk5o2-LOU$M$9$Upy0sb3Gi`wf&~NETTen?1CoO;poo^dK z%k;grL$z9s5%@&*CaVJzvFvi3e$m!Z8NzVVO9Gq#?D4d-y(10S%g`Gz4XOkYVF zz_4YIPiu&?T^69juB!JnWYh}*AXyZ~j7)9U3dT)~LPAmiAvO5a(OclB6_LR)Pfxdx z(|>L6vb3@}K2NJV;Ns5M?*Yl1A}x_*5d=FK zgzOkBh&~rM2q~n2$GoK!l1t2xeMA^%;4sH5t%&w?c7f&7oh_CL<~c+&ofkZ37|RZ+ zL6k@5igy6&4Gz}_0AuB9P-VE)Cs*g*Ik|prbMUbYN8B_XYFt=J6}kOSC~4M#I6sd;-qwMKoj`H7mlj)w5D8Do^c&YO(|>4ZA2Ga?{z6#iSjI&xhJt?l9G3Chb7HWh#4d z?82B@)15PgHccVb6e<{=rXPm-;H3L`sAu4Ixv#)^>>UM@)iHSa1RRVVgBrP0+gdOe zUv#mNtE~URMUVCj!2$WDo)Ms*^n3~~>X?hRd$?%6hYK&b$o38$+VT(mETW!#M)g0N z^FO=ke|GVYZwC&37C8LNz+v^lZ|4HXHv`Ajine|_S`!G5wI8gf67yp`SCpd^#S?9D*Lyj6&vITMRc&`0)vLj3~` zmLtq~h#nqzYJx2*aWTTKpZa}j7`S|y7@rUY0UXKN&d@%Yye$%wlEQdYAb-cqwJr4q zthsaBSy0{UQma$w(-)W27yhx^%(Kdr90r+u^WC43@+NNl=PGq*`=rWjuvp)UyD3UN7iE z@sL<5)re(M&9Fgqo;Jj5Idm@)U8j-g-nx-^ofMd_r)|X^`Z0D_*v0Zi?^gZsu;`07 zNLBL@ovVd&^96|`oI4za)g4k)^hsf{Labb@S}?*+;LW#qEM2p?!t0#7!XZ{m4N`b9 zw7>%&yam1jm$BxSwVbqq7x+3!pnG^vTO+Imv=|nni;>&po5a{@6mJ%r#ir9Z-Xh|I zDAGcI$X_b99wLdfA}7=gp?4dea^3P!DvYl)KN*0(rS`Of+|g_ zLNcvpgoASCiNuL!op*m`B+sQ!ACrbNz?w*lLSk5zh@fuxFPTXL{|qSC42f|yqj6F? 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""" - if not text.strip(): - return text - - try: - # 1) Slovak (or any language) -> English - mid_result = translator.translate(text, src='auto', dest='en').text - - # 2) English -> Slovak - final_result = translator.translate(mid_result, src='en', dest='sk').text - - return final_result - except Exception as e: - logger.error(f"Translation error: {e}") - return text # fallback to the original text - + # if not text.strip(): + # return text + # + # logger.info("Translation - Before: " + text) + # try: + # mid_result = translator.translate(text, src='auto', dest='en').text + # final_result = translator.translate(mid_result, src='en', dest='sk').text + # logger.info("Translation - After: " + final_result) + # before_words = text.split() + # after_words = final_result.split() + # diff = list(difflib.ndiff(before_words, after_words)) + # changed_words = [word[2:] for word in diff if word.startswith('+ ')] + # if changed_words: + # logger.info("Changed words: " + ", ".join(changed_words)) + # else: + # logger.info("No changed words detected.") + # return final_result + # except Exception as e: + # logger.error(f"Translation error: {e}") + # return text + return text +############################################################################### +# Функция перевода описания лекарства с сохранением названия (до двоеточия) # +############################################################################### +def translate_preserving_medicine_names(text: str) -> str: + """ + Ищет строки вида "номер. Название лекарства: описание..." и переводит только описание, + оставляя название без изменений. + Сейчас функция является заглушкой и возвращает исходный текст без изменений. + """ + # pattern = re.compile(r'^(\d+\.\s*[^:]+:\s*)(.*)$', re.MULTILINE) + # + # def replacer(match): + # prefix = match.group(1) + # description = match.group(2) + # logger.info("Translating description: " + description) + # translated_description = translate_to_slovak(description) + # logger.info("Translated description: " + translated_description) + # diff = list(difflib.ndiff(description.split(), translated_description.split())) + # changed_words = [word[2:] for word in diff if word.startswith('+ ')] + # if changed_words: + # logger.info("Changed words in description: " + ", ".join(changed_words)) + # else: + # logger.info("No changed words in description detected.") + # return prefix + translated_description + # + # if pattern.search(text): + # return pattern.sub(replacer, text) + # else: + # return translate_to_slovak(text) + return text ############################################################################### # Custom Mistral LLM # @@ -83,7 +116,7 @@ class CustomMistralLLM: logger.info(f"Full response from model {self.model_name}: {result}") return result.get("choices", [{}])[0].get("message", {}).get("content", "No response") except HTTPError as e: - if response.status_code == 429: # Too Many Requests + if response.status_code == 429: logger.warning(f"Rate limit exceeded. Waiting {delay} seconds before retry.") time.sleep(delay) attempt += 1 @@ -95,7 +128,6 @@ class CustomMistralLLM: raise e raise Exception("Reached maximum number of retries for API request") - ############################################################################### # Initialize embeddings and Elasticsearch store # ############################################################################### @@ -104,7 +136,6 @@ embeddings = HuggingFaceEmbeddings(model_name="sentence-transformers/paraphrase- index_name = 'drug_docs' -# Connect to Elasticsearch if config.get("useCloud", False): logger.info("Using cloud Elasticsearch.") cloud_id = "tt:dXMtZWFzdC0yLmF3cy5lbGFzdGljLWNsb3VkLmNvbTo0NDMkOGM3ODQ0ZWVhZTEyNGY3NmFjNjQyNDFhNjI4NmVhYzMkZTI3YjlkNTQ0ODdhNGViNmEyMTcxMjMxNmJhMWI0ZGU=" @@ -125,7 +156,6 @@ else: logger.info(f"Connected to {'cloud' if config.get('useCloud', False) else 'local'} Elasticsearch.") - ############################################################################### # Initialize Mistral models (small & large) # ############################################################################### @@ -141,41 +171,52 @@ llm_large = CustomMistralLLM( model_name="mistral-large-latest" ) - ############################################################################### # Helper function to evaluate model output # ############################################################################### def evaluate_results(query, summaries, model_name): - """ - Evaluates results by: - - text length, - - presence of query keywords, etc. - Returns a rating and explanation. - """ query_keywords = query.split() total_score = 0 explanation = [] - for i, summary in enumerate(summaries): - # Length-based scoring length_score = min(len(summary) / 100, 10) total_score += length_score explanation.append(f"Document {i+1}: Length score - {length_score}") - - # Keyword-based scoring keyword_matches = sum(1 for word in query_keywords if word.lower() in summary.lower()) keyword_score = min(keyword_matches * 2, 10) total_score += keyword_score explanation.append(f"Document {i+1}: Keyword match score - {keyword_score}") - final_score = total_score / len(summaries) if summaries else 0 explanation_summary = "\n".join(explanation) - logger.info(f"Evaluation for model {model_name}: {final_score}/10") logger.info(f"Explanation:\n{explanation_summary}") - return {"rating": round(final_score, 2), "explanation": explanation_summary} +############################################################################### +# validation of recieved answer is it correct for user question # +############################################################################### +def validate_answer_logic(query: str, answer: str) -> str: + """ + Проверяет, соответствует ли ответ логике вопроса. + Если, например, вопрос относится к ľudským liekom a obsahuje otázku na dávkovanie, + odpoveď musí obsahovať iba lieky vhodné pre ľudí s uvedením správneho dávkovania. + """ + validation_prompt = ( + f"Otázka: '{query}'\n" + f"Odpoveď: '{answer}'\n\n" + "Analyzuj prosím túto odpoveď. Ak odpoveď obsahuje odporúčania liekov, ktoré nie sú vhodné pre ľudí, " + "alebo ak neobsahuje správne informácie o dávkovaní, oprav ju tak, aby bola logicky konzistentná s otázkou. " + "Odpoveď musí obsahovať iba lieky určené pre ľudí a pri potrebe aj presné informácie o dávkovaní (napr. v gramoch). " + "Ak je odpoveď logická a korektná, vráť pôvodnú odpoveď bez zmien. " + "Odpovedz v slovenčine a iba čistou, konečnou odpoveďou bez ďalších komentárov." + ) + try: + validated_answer = llm_small.generate_text(prompt=validation_prompt, max_tokens=500, temperature=0.5) + logger.info(f"Validated answer: {validated_answer}") + return validated_answer + except Exception as e: + logger.error(f"Error during answer validation: {e}") + return answer ############################################################################### # Main function: process_query_with_mistral (Slovak prompt) # @@ -186,29 +227,25 @@ def process_query_with_mistral(query, k=10): # --- Vector search --- vector_results = vectorstore.similarity_search(query, k=k) vector_documents = [hit.metadata.get('text', '') for hit in vector_results] - max_docs = 5 max_doc_length = 1000 vector_documents = [doc[:max_doc_length] for doc in vector_documents[:max_docs]] - if vector_documents: - # Slovak prompt vector_prompt = ( f"Otázka: '{query}'.\n" "Na základe nasledujúcich informácií o liekoch:\n" f"{vector_documents}\n\n" - "Prosím, uveďte tri najvhodnejšie lieky alebo riešenia. Pre každý liek uveďte jeho názov a stručné, jasné vysvetlenie, prečo je vhodný. " - "Odpovedajte priamo a ľudským, priateľským tónom v číslovanom zozname, bez nepotrebných úvodných fráz alebo opisu procesu. " + "Prosím, uveďte tri najvhodnejšie lieky alebo riešenia pre daný problém. " + "Pre každý liek uveďte jeho názov, stručné a jasné vysvetlenie, prečo je vhodný, a ak je to relevantné, " + "aj odporúčané dávkovanie (napr. v gramoch alebo v iných vhodných jednotkách). " + "Odpovedajte priamo a ľudským, priateľským tónom v číslovanom zozname, bez nepotrebných úvodných fráz. " "Odpoveď musí byť v slovenčine." ) - summary_small_vector = llm_small.generate_text(prompt=vector_prompt, max_tokens=700, temperature=0.7) summary_large_vector = llm_large.generate_text(prompt=vector_prompt, max_tokens=700, temperature=0.7) - splitter = RecursiveCharacterTextSplitter(chunk_size=200, chunk_overlap=20) split_summary_small_vector = splitter.split_text(summary_small_vector) split_summary_large_vector = splitter.split_text(summary_large_vector) - small_vector_eval = evaluate_results(query, split_summary_small_vector, 'Mistral Small') large_vector_eval = evaluate_results(query, split_summary_large_vector, 'Mistral Large') else: @@ -224,24 +261,22 @@ def process_query_with_mistral(query, k=10): ) text_documents = [hit['_source'].get('text', '') for hit in es_results['hits']['hits']] text_documents = [doc[:max_doc_length] for doc in text_documents[:max_docs]] - if text_documents: - # Slovak prompt text_prompt = ( f"Otázka: '{query}'.\n" "Na základe nasledujúcich informácií o liekoch:\n" f"{text_documents}\n\n" - "Prosím, uveďte tri najvhodnejšie lieky alebo riešenia. Pre každý liek uveďte jeho názov a stručné, jasné vysvetlenie, prečo je vhodný. " - "Odpovedajte priamo a ľudským, priateľským tónom v číslovanom zozname, bez nepotrebných úvodných fráz alebo opisu procesu. " + "Prosím, uveďte tri najvhodnejšie lieky alebo riešenia pre daný problém. " + "Pre každý liek uveďte jeho názov, stručné a jasné vysvetlenie, prečo je vhodný, a ak je to relevantné, " + "aj odporúčané dávkovanie (napr. v gramoch alebo v iných vhodných jednotkách). " + "Odpovedajte priamo a ľudským, priateľským tónom v číslovanom zozname, bez nepotrebných úvodných fráz. " "Odpoveď musí byť v slovenčine." ) - summary_small_text = llm_small.generate_text(prompt=text_prompt, max_tokens=700, temperature=0.7) summary_large_text = llm_large.generate_text(prompt=text_prompt, max_tokens=700, temperature=0.7) - - split_summary_small_text = RecursiveCharacterTextSplitter(chunk_size=200, chunk_overlap=20).split_text(summary_small_text) - split_summary_large_text = RecursiveCharacterTextSplitter(chunk_size=200, chunk_overlap=20).split_text(summary_large_text) - + splitter_text = RecursiveCharacterTextSplitter(chunk_size=200, chunk_overlap=20) + split_summary_small_text = splitter_text.split_text(summary_small_text) + split_summary_large_text = splitter_text.split_text(summary_large_text) small_text_eval = evaluate_results(query, split_summary_small_text, 'Mistral Small') large_text_eval = evaluate_results(query, split_summary_large_text, 'Mistral Large') else: @@ -250,30 +285,31 @@ def process_query_with_mistral(query, k=10): summary_small_text = "" summary_large_text = "" - # Combine all results and pick the best + # Porovnanie výsledkov a výber najlepšieho all_results = [ {"eval": small_vector_eval, "summary": summary_small_vector, "model": "Mistral Small Vector"}, {"eval": large_vector_eval, "summary": summary_large_vector, "model": "Mistral Large Vector"}, {"eval": small_text_eval, "summary": summary_small_text, "model": "Mistral Small Text"}, {"eval": large_text_eval, "summary": summary_large_text, "model": "Mistral Large Text"}, ] - best_result = max(all_results, key=lambda x: x["eval"]["rating"]) logger.info(f"Best result from model {best_result['model']} with score {best_result['eval']['rating']}.") - # Final translation to Slovak (with logs before/after) - polished_answer = translate_to_slovak(best_result["summary"]) + # Dodatočná kontrola logiky odpovede + validated_answer = validate_answer_logic(query, best_result["summary"]) + + polished_answer = translate_preserving_medicine_names(validated_answer) return { "best_answer": polished_answer, "model": best_result["model"], "rating": best_result["eval"]["rating"], "explanation": best_result["eval"]["explanation"] } - except Exception as e: logger.error(f"Error: {str(e)}") return { "best_answer": "An error occurred during query processing.", "error": str(e) } + diff --git a/Backend/server.py b/Backend/server.py index db5cb4a..4583644 100644 --- a/Backend/server.py +++ b/Backend/server.py @@ -1,4 +1,6 @@ import time +import re + # Сохраняем оригинальную функцию time.time _real_time = time.time # Переопределяем time.time для смещения времени на 1 секунду назад @@ -15,7 +17,7 @@ from model import process_query_with_mistral import psycopg2 from psycopg2.extras import RealDictCursor -# Параметры подключения +# Параметры подключения к базе данных DATABASE_CONFIG = { "dbname": "postgres", "user": "postgres", @@ -27,7 +29,6 @@ DATABASE_CONFIG = { # Подключение к базе данных try: conn = psycopg2.connect(**DATABASE_CONFIG) - cursor = conn.cursor(cursor_factory=RealDictCursor) print("Подключение к базе данных успешно установлено") except Exception as e: print(f"Ошибка подключения к базе данных: {e}") @@ -45,15 +46,16 @@ CLIENT_ID = "532143017111-4eqtlp0oejqaovj6rf5l1ergvhrp4vao.apps.googleuserconten def save_user_to_db(name, email, google_id=None, password=None): try: - cursor.execute( - """ - INSERT INTO users (name, email, google_id, password) - VALUES (%s, %s, %s, %s) - ON CONFLICT (email) DO NOTHING - """, - (name, email, google_id, password) - ) - conn.commit() + with conn.cursor(cursor_factory=RealDictCursor) as cur: + cur.execute( + """ + INSERT INTO users (name, email, google_id, password) + VALUES (%s, %s, %s, %s) + ON CONFLICT (email) DO NOTHING + """, + (name, email, google_id, password) + ) + conn.commit() print(f"User {name} ({email}) saved successfully!") except Exception as e: print(f"Error saving user to database: {e}") @@ -63,91 +65,154 @@ def save_user_to_db(name, email, google_id=None, password=None): def verify_token(): data = request.get_json() token = data.get('token') - if not token: return jsonify({'error': 'No token provided'}), 400 - try: id_info = id_token.verify_oauth2_token(token, requests.Request(), CLIENT_ID) user_email = id_info.get('email') user_name = id_info.get('name') google_id = id_info.get('sub') # Уникальный идентификатор пользователя Google - save_user_to_db(name=user_name, email=user_email, google_id=google_id) - logger.info(f"User authenticated and saved: {user_name} ({user_email})") return jsonify({'message': 'Authentication successful', 'user': {'email': user_email, 'name': user_name}}), 200 - except ValueError as e: logger.error(f"Token verification failed: {e}") return jsonify({'error': 'Invalid token'}), 400 -# Эндпоинт для регистрации пользователя +# Эндпоинт для регистрации пользователя с проверкой на дублирование @app.route('/api/register', methods=['POST']) def register(): data = request.get_json() name = data.get('name') email = data.get('email') password = data.get('password') # Рекомендуется хэшировать пароль - if not all([name, email, password]): return jsonify({'error': 'All fields are required'}), 400 - try: - # Проверка, существует ли пользователь с таким email - cursor.execute("SELECT * FROM users WHERE email = %s", (email,)) - existing_user = cursor.fetchone() - if existing_user: - return jsonify({'error': 'User already exists'}), 409 - - # Сохранение пользователя в базу данных + with conn.cursor(cursor_factory=RealDictCursor) as cur: + cur.execute("SELECT * FROM users WHERE email = %s", (email,)) + existing_user = cur.fetchone() + if existing_user: + return jsonify({'error': 'User already exists'}), 409 save_user_to_db(name=name, email=email, password=password) - return jsonify({'message': 'User registered successfully'}), 201 except Exception as e: return jsonify({'error': str(e)}), 500 -# Эндпоинт для логина пользователя (см. предыдущий пример) +# Эндпоинт для логина пользователя @app.route('/api/login', methods=['POST']) def login(): data = request.get_json() email = data.get('email') password = data.get('password') - if not all([email, password]): return jsonify({'error': 'Email and password are required'}), 400 - try: - cursor.execute("SELECT * FROM users WHERE email = %s", (email,)) - user = cursor.fetchone() - - if not user: - return jsonify({'error': 'Invalid credentials'}), 401 - - # Сравнение простым текстом — в production используйте хэширование! - if user.get('password') != password: - return jsonify({'error': 'Invalid credentials'}), 401 - - return jsonify({ - 'message': 'Login successful', - 'user': { - 'name': user.get('name'), - 'email': user.get('email') - } - }), 200 + with conn.cursor(cursor_factory=RealDictCursor) as cur: + cur.execute("SELECT * FROM users WHERE email = %s", (email,)) + user = cur.fetchone() + if not user: + return jsonify({'error': 'Invalid credentials'}), 401 + if user.get('password') != password: + return jsonify({'error': 'Invalid credentials'}), 401 + return jsonify({'message': 'Login successful', 'user': {'name': user.get('name'), 'email': user.get('email')}}), 200 except Exception as e: return jsonify({'error': str(e)}), 500 -# Эндпоинт для обработки запросов от фронтенда +# Объединённый эндпоинт для обработки запроса чата @app.route('/api/chat', methods=['POST']) def chat(): data = request.get_json() query = data.get('query', '') + user_email = data.get('email') # email пользователя (если передается) + chat_id = data.get('chatId') # параметр для обновления существующего чата + if not query: return jsonify({'error': 'No query provided'}), 400 - response = process_query_with_mistral(query) - return jsonify(response) + # Вызов функции для обработки запроса (например, чат-бота) + response_obj = process_query_with_mistral(query) + best_answer = "" + if isinstance(response_obj, dict): + best_answer = response_obj.get("best_answer", "") + else: + best_answer = str(response_obj) + + # Форматирование ответа с использованием re.sub + best_answer = re.sub(r'[*#]', '', best_answer) + best_answer = re.sub(r'(\d\.\s)', r'\n\n\1', best_answer) + best_answer = re.sub(r':\s-', r':\n-', best_answer) + + # Если chatId передан, обновляем существующий чат, иначе создаем новый чат + if chat_id: + try: + with conn.cursor(cursor_factory=RealDictCursor) as cur: + cur.execute("SELECT chat FROM chat_history WHERE id = %s", (chat_id,)) + existing_chat = cur.fetchone() + if existing_chat: + updated_chat = existing_chat['chat'] + f"\nUser: {query}\nBot: {best_answer}" + cur.execute("UPDATE chat_history SET chat = %s WHERE id = %s", (updated_chat, chat_id)) + conn.commit() + else: + with conn.cursor(cursor_factory=RealDictCursor) as cur2: + cur2.execute( + "INSERT INTO chat_history (user_email, chat) VALUES (%s, %s) RETURNING id", + (user_email, f"User: {query}\nBot: {best_answer}") + ) + new_chat_id = cur2.fetchone()['id'] + conn.commit() + chat_id = new_chat_id + except Exception as e: + return jsonify({'error': str(e)}), 500 + else: + try: + with conn.cursor(cursor_factory=RealDictCursor) as cur: + cur.execute( + "INSERT INTO chat_history (user_email, chat) VALUES (%s, %s) RETURNING id", + (user_email, f"User: {query}\nBot: {best_answer}") + ) + new_chat_id = cur.fetchone()['id'] + conn.commit() + chat_id = new_chat_id + except Exception as e: + return jsonify({'error': str(e)}), 500 + + # Возвращаем текстовый ответ и новый chatId, если чат был создан + return jsonify({'response': {'best_answer': best_answer, 'model': 'Mistral Small Vector', 'chatId': chat_id}}), 200 + +# Эндпоинт для получения истории чатов конкретного пользователя +@app.route('/api/chat_history', methods=['GET']) +def get_chat_history(): + user_email = request.args.get('email') + if not user_email: + return jsonify({'error': 'User email is required'}), 400 + try: + with conn.cursor(cursor_factory=RealDictCursor) as cur: + cur.execute( + "SELECT id, chat, created_at FROM chat_history WHERE user_email = %s ORDER BY created_at DESC", + (user_email,) + ) + history = cur.fetchall() + return jsonify({'history': history}), 200 + except Exception as e: + return jsonify({'error': str(e)}), 500 + +# Эндпоинт для получения деталей чата по ID +@app.route('/api/chat_history_detail', methods=['GET']) +def chat_history_detail(): + chat_id = request.args.get('id') + if not chat_id: + return jsonify({'error': 'Chat id is required'}), 400 + try: + with conn.cursor(cursor_factory=RealDictCursor) as cur: + cur.execute("SELECT id, chat, created_at FROM chat_history WHERE id = %s", (chat_id,)) + chat = cur.fetchone() + if not chat: + return jsonify({'error': 'Chat not found'}), 404 + return jsonify({'chat': chat}), 200 + except Exception as e: + return jsonify({'error': str(e)}), 500 if __name__ == '__main__': app.run(host='0.0.0.0', port=5000, debug=True) + diff --git a/frontend/src/App.tsx b/frontend/src/App.tsx index 589728b..408819a 100644 --- a/frontend/src/App.tsx +++ b/frontend/src/App.tsx @@ -1,41 +1,41 @@ import { BrowserRouter as Router, Route, Routes, Outlet } from 'react-router-dom'; import Navigation from './Components/Navigation'; -import HomePage from './pages/HomePage'; import LandingPage from './pages/LandingPage'; -import RegistrationForm from "./Components/RegistrationForm.tsx"; -import LoginForm from "./Components/LoginForm.tsx"; - +import RegistrationForm from "./Components/RegistrationForm"; +import LoginForm from "./Components/LoginForm"; +import ChatHistory from "./Components/ChatHistory"; +import HomePage from './pages/HomePage'; +import NewChatPage from "./Components/NewChatPage"; const Layout = () => ( -
- -
-
- -
+
+ +
+
+ +
+
-
); - function App() { - return ( - - - } /> - } /> - } /> - Sorry not implemented yet} /> - Sorry not implemented yet} /> - Sorry not implemented yet} /> - }> - } /> - Sorry not implemented yet} /> - - - - ) + return ( + + + } /> + } /> + } /> + }> + {/* Новый чат */} + } /> + {/* Существующий чат (после создания нового, URL обновится) */} + } /> + } /> + } /> + + + + ); } -export default App - +export default App; diff --git a/frontend/src/Components/ChatDetails.tsx b/frontend/src/Components/ChatDetails.tsx new file mode 100644 index 0000000..26977ec --- /dev/null +++ b/frontend/src/Components/ChatDetails.tsx @@ -0,0 +1,58 @@ +import React, { useEffect, useState } from 'react'; +import { useParams, useLocation } from 'react-router-dom'; + +interface ChatHistoryItem { + id: number; + chat: string; + created_at: string; +} + +const ChatDetails: React.FC = () => { + const { id } = useParams<{ id: string }>(); + const location = useLocation(); + const [chat, setChat] = useState(location.state?.chat || null); + const [error, setError] = useState(null); + + useEffect(() => { + if (!chat && id) { + // Если данные не переданы через state, можно попробовать получить их с сервера + fetch(`http://localhost:5000/api/chat_history_detail?id=${encodeURIComponent(id)}`) + .then((res) => { + if (!res.ok) { + throw new Error('Chat not found'); + } + return res.json(); + }) + .then((data) => { + if (data.error) { + setError(data.error); + } else { + setChat(data.chat); + } + }) + .catch((err) => setError(err.message)); + } + }, [id, chat]); + + if (error) { + return
Error: {error}
; + } + + if (!chat) { + return
Loading chat details...
; + } + + return ( +
+

Chat Details

+
+ {chat.chat.split('\n').map((line, index) => ( +

{line}

+ ))} +
+ {new Date(chat.created_at).toLocaleString()} +
+ ); +}; + +export default ChatDetails; diff --git a/frontend/src/Components/ChatHistory.tsx b/frontend/src/Components/ChatHistory.tsx new file mode 100644 index 0000000..4911f01 --- /dev/null +++ b/frontend/src/Components/ChatHistory.tsx @@ -0,0 +1,80 @@ +import React, { useEffect, useState } from 'react'; +import { useNavigate } from 'react-router-dom'; + +interface ChatHistoryItem { + id: number; + chat: string; + created_at: string; +} + +const ChatHistory: React.FC = () => { + const [history, setHistory] = useState([]); + const [error, setError] = useState(null); + const navigate = useNavigate(); + + useEffect(() => { + const storedUser = localStorage.getItem('user'); + if (storedUser) { + const user = JSON.parse(storedUser); + const email = user.email; + fetch(`http://localhost:5000/api/chat_history?email=${encodeURIComponent(email)}`) + .then((res) => res.json()) + .then((data) => { + if (data.error) { + setError(data.error); + } else { + setHistory(data.history); + } + }) + .catch(() => setError('Error fetching chat history')); + } else { + setError('User not logged in'); + } + }, []); + + // При клике перенаправляем пользователя на /dashboard/chat/{chatId} + const handleClick = (item: ChatHistoryItem) => { + navigate(`/dashboard/chat/${item.id}`, { state: { selectedChat: item } }); + }; + + return ( +
+

Chat History

+ {error &&

{error}

} + {history.length === 0 && !error ? ( +

No chat history found.

+ ) : ( +
    + {history.map((item) => { + // Извлекаем первую строку из сохранённого чата. + // Предполагаем, что чат хранится в формате: "User: <вопрос>\nBot: <ответ>\n..." + const lines = item.chat.split("\n"); + let firstUserMessage = lines[0]; + if (firstUserMessage.startsWith("User:")) { + firstUserMessage = firstUserMessage.replace("User:", "").trim(); + } + return ( +
  • handleClick(item)} + > +
    + {firstUserMessage} +
    + {new Date(item.created_at).toLocaleString()} +
    • + ); + })} +
+ )} +
+ ); +}; + +export default ChatHistory; diff --git a/frontend/src/Components/Navigation.tsx b/frontend/src/Components/Navigation.tsx index ddc20f2..04a00c0 100644 --- a/frontend/src/Components/Navigation.tsx +++ b/frontend/src/Components/Navigation.tsx @@ -1,47 +1,46 @@ -import React, { useEffect, useState } from 'react' -import { IoMdHome } from "react-icons/io"; -import { GoHistory } from "react-icons/go"; +import React, { useEffect, useState } from 'react'; import { Link } from 'react-router-dom'; -import { MdOutlineDarkMode } from "react-icons/md"; -import { CiLight } from "react-icons/ci"; import IconButton from '@mui/material/IconButton'; import Avatar from '@mui/material/Avatar'; +import { MdAddCircleOutline, MdOutlineDarkMode } from "react-icons/md"; +import { GoHistory } from "react-icons/go"; +import { CiLight } from "react-icons/ci"; import { CgLogIn } from "react-icons/cg"; -import BackImage from '../assets/smallheadicon.png' +import BackImage from '../assets/smallheadicon.png'; export interface NavigationItem { - icon: React.ReactNode, - title: string, - link: string + icon: React.ReactNode; + title: string; + link: string; } const NavigationItems: NavigationItem[] = [ { - title: 'Dashboard', - link: '/dashboard', - icon: + title: 'New Chat', + link: '/dashboard/new-chat', // Перенаправляем сразу на новый чат + icon: }, { title: 'History', link: '/dashboard/history', icon: } -] +]; interface NavigationProps { - isExpanded: boolean, + isExpanded: boolean; } const Navigation = ({ isExpanded = false }: NavigationProps) => { - const [theme, setTheme] = useState<'dark' | 'light'>('light') + const [theme, setTheme] = useState<'dark' | 'light'>('light'); useEffect(() => { if (window.matchMedia('(prefers-color-scheme:dark)').matches) { setTheme('dark'); } else { - setTheme('light') + setTheme('light'); } - }, []) + }, []); useEffect(() => { if (theme === "dark") { @@ -49,11 +48,11 @@ const Navigation = ({ isExpanded = false }: NavigationProps) => { } else { document.documentElement.classList.remove("dark"); } - }, [theme]) + }, [theme]); const handleThemeSwitch = () => { - setTheme(theme === "dark" ? "light" : "dark") - } + setTheme(theme === "dark" ? "light" : "dark"); + }; // Загружаем данные пользователя из localStorage (если имеются) const [user, setUser] = useState(null); @@ -70,7 +69,7 @@ const Navigation = ({ isExpanded = false }: NavigationProps) => {
- + Back {isExpanded && (

@@ -80,7 +79,11 @@ const Navigation = ({ isExpanded = false }: NavigationProps) => {

{NavigationItems.map((item) => ( - + { borderRadius: 2, background: theme === 'dark' ? 'white' : 'initial', '&:focus-visible': { - outline: '2px solid blue', // Кастомный стиль фокуса + outline: '2px solid blue', outlineOffset: '0px', borderRadius: '4px', }, @@ -142,7 +145,7 @@ const Navigation = ({ isExpanded = false }: NavigationProps) => {
- ) -} + ); +}; export default Navigation; diff --git a/frontend/src/Components/NewChatPage.tsx b/frontend/src/Components/NewChatPage.tsx new file mode 100644 index 0000000..21233bd --- /dev/null +++ b/frontend/src/Components/NewChatPage.tsx @@ -0,0 +1,186 @@ +import React, { useEffect, useState, useRef } from 'react'; +import { useNavigate } from 'react-router-dom'; +import gsap from 'gsap'; +import { useGSAP } from '@gsap/react'; +import { useLazySendChatQuestionQuery } from '../store/api/chatApi'; +import callCenterIcon from '../assets/call-center.png'; + +interface ChatMessage { + sender: string; + text: string; +} + +const NewChatPage: React.FC = () => { + const [sendChatQuestion, { isLoading, isFetching }] = useLazySendChatQuestionQuery(); + const [message, setMessage] = useState(''); + const [chatHistory, setChatHistory] = useState([]); + const navigate = useNavigate(); + const messagesEndRef = useRef(null); + + useEffect(() => { + messagesEndRef.current?.scrollIntoView({ behavior: 'smooth' }); + }, [chatHistory, isLoading, isFetching]); + + useEffect(() => { + setChatHistory([]); + }, []); + + async function onSubmit() { + if (!message.trim()) return; + + const newUserMessage: ChatMessage = { sender: 'User', text: message }; + const updatedHistory = [...chatHistory, newUserMessage]; + setChatHistory(updatedHistory); + const userMessage = message; + setMessage(''); + + const storedUser = localStorage.getItem('user'); + const email = storedUser ? JSON.parse(storedUser).email : ''; + + const question = { query: userMessage, email }; + + try { + const res = await sendChatQuestion(question).unwrap(); + console.log('Response from server:', res); + + let bestAnswer = res.response.best_answer; + if (typeof bestAnswer !== 'string') { + bestAnswer = String(bestAnswer); + } + bestAnswer = bestAnswer.trim(); + + const newAssistantMessage: ChatMessage = { sender: 'Assistant', text: bestAnswer }; + const newUpdatedHistory = [...updatedHistory, newAssistantMessage]; + setChatHistory(newUpdatedHistory); + + if (res.response.chatId) { + const chatString = newUpdatedHistory + .map(msg => (msg.sender === 'User' ? 'User: ' : 'Bot: ') + msg.text) + .join('\n'); + navigate(`/dashboard/chat/${res.response.chatId}`, { + replace: true, + state: { + selectedChat: { + id: res.response.chatId, + chat: chatString, + created_at: new Date().toISOString() + } + } + }); + } + } catch (error) { + console.error('Error:', error); + setChatHistory(prev => [ + ...prev, + { sender: 'Assistant', text: 'Что-то пошло не так' } + ]); + } + } + + useGSAP(() => { + gsap.from('#input', { opacity: 0, y: 5, ease: 'power2.inOut', duration: 0.5 }); + }, []); + + return ( +
+
+ {chatHistory.length > 0 ? ( + <> + {chatHistory.map((msg, index) => ( +
+ {msg.sender === 'Assistant' && ( + Call Center Icon + )} +
+ {msg.text.split('\n').map((line, i) => ( +

{line}

+ ))} +
+
+ ))} + + {(isLoading || isFetching) && ( +
+ Call Center Icon +
+
+ + + + + Assistant is typing... +
+
+
+ )} + + ) : ( +
+

+ Start a New Chat +

+
+ )} +
+
+ +
+
+ setMessage(e.target.value)} + className="w-full px-5 py-2 rounded-l-xl outline-none border border-gray-300" + /> + +
+
+
+ ); +}; + +export default NewChatPage; diff --git a/frontend/src/assets/call-center.png b/frontend/src/assets/call-center.png new file mode 100644 index 0000000000000000000000000000000000000000..85970141cee7b1033e28fb5be9c6a4b0e0beae25 GIT binary patch literal 28198 zcmXtg1z6MH_x}bAkPhjV0V>_yNPI{I1O%i@x*JAKx}}kn7Nol*mG16tkgoB6^Zh-4 z9@xg%z4zR6PrlB%gsG{>VPlYEfIuK@1$mhdAP^Gp5($Kk3OrqSOx^)cD9%y}8tA~6 z54ve6@cRn~c^zjE2&en`2mFm0hXQz$%;lZ7i@LqJi@TAN8OYt;oz2S5+S$a&!Hmt` z$s+w&gd7B-1u4i#YItNEF1crDPBrqMuFT(GI2Vj?gczk5?Na53h8h;i^T?_ZC{7kB zyqru--(0?4PHy23(>AsvP`3#?lZ|5N4SaPah5s)0Gn_9m)yPZK_M~o zCu8USb}>CT^|4G&#Nx!F;;#g{!Y3^@#L0g+BPi&c+8m!T0*uk8RXO6A1-Kel#X8q4 zun0h@m~`Ces2m^=Ng&t|L`Z;aft3c@sOsiHmw}jYqE18Tgcx4PF)&VHz@@98wlRP9 zd;OQ5s^7w1=sppk)4ecqW0F7@B4`<_r!4qx`Lbr2+ueU^5p36->Cms{Xy)U!6HV4jIaS#xVfSuAA6 zs5h9BeXhr(uBWg|#_El3CYs`0#m2d+ViBnjce!S@b=y*qf18H{!$V&3IS)E^v%kOA z$nn!vzqR~kZP)DVgi${L$?C(dSisgv^77W9M55vNm28&$Z!ydNHi+JQTV7r$2N=DC 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zyEFndDi8-O!*DA-d<75G8Wi^|B|)BY5&~tUY<0Xy$UntYNDV{HP&?Q`K=^Q#N5g*z zy|RChk-g6pEVOEh6anWPN@?Yiec-^jm5aev==HF(`-(Ql2gH$dG9aEsP!m%v!B(jI z2Fm+C)T6sU!DcT~J5MF0Pn;3{{XRqvoxtepzTtP?6_mnt(SL1M`lcw!bmqz$_fik^ z|2L&yjfcx1b7+aoJt+V24AY9S;0F|(z&C{@2D<=oyZ(oeBh-ARoYe*7fiANUjl{Fw zI?0ONX~10!ARE&#Y@MiCns=c|79|AujDL!i9!e}RuQ@&iQ@NJoNo-CLKatJ>OvN#j@C4I-tz)kvb{qAgr5W{>e}md){1-<^bOfcljS^nYPQ%b;kr0 zw@i4e`)}1c`dWkv9Vpv7zY#vy@D7jZzNsbmAi_cS@L1F~mes1vhbPww2R!58@*=qK z?`a1Hm_CPq;X!>B2`adfh-;b8c@zt#9OZmBxGSILG!3P^tUQZua6NGO$QkL#u)|ik zP^y^a%l~)g%+BTibmQ5~2cMRbqS3!o4RfWUd$3QZoxE&=Wszj!zjGg!EW0!%)mQ_# z9oBhE8#m<&eG$;#gjjK+Jh1Y_o^fh2o!4=+MTxB!lMZb)2sLWZlKessFP*QsR$TfR zNLDf|iv9d(g|NXj?yI9uM)j9)v3MM}d>ApbZ%Xn zks3ToZr;pLo_(fbo-%GjIGjE%)2k3|EM~{YQoyA|kYMd}c*=+?biUQ%E&$aBx2Xg% w-~{<1NU9Mbq!HJ?*!1M6C4K9vZyk+s{hNn8mUws)%*zJUm9>=06)ax=KX { +const HomePage: React.FC = () => { const [sendChatQuestion, { isLoading, isFetching }] = useLazySendChatQuestionQuery(); + const [message, setMessage] = useState(''); + const [chatHistory, setChatHistory] = useState([]); + const messagesEndRef = useRef(null); - type Category = 'medication' | 'supplements' | 'lifestyle'; - const [category, setCategory] = useState(null); - const [message, setMessage] = useState(''); - const [chatHistory, setChatHistory] = useState<{ sender: string; text: string, rating?: number, explanation?: string }[]>([]); + const location = useLocation(); + const navigate = useNavigate(); + const state = (location.state as any) || {}; - async function onSubmit() { + const isNewChat = state.newChat === true; + const selectedChat = state.selectedChat || null; + const selectedChatId = selectedChat ? selectedChat.id : null; + + useEffect(() => { + messagesEndRef.current?.scrollIntoView({ behavior: 'smooth' }); + }, [chatHistory, isLoading, isFetching]); + + useEffect(() => { + if (!isNewChat && selectedChat && selectedChat.chat) { + const messages: ChatMessage[] = selectedChat.chat + .split(/(?=^(User:|Bot:))/m) + .map((msg) => { + const trimmed = msg.trim(); + const sender = trimmed.startsWith('User:') ? 'User' : 'Assistant'; + return { + sender, + text: trimmed.replace(/^User:|^Bot:/, '').trim(), + }; + }); + setChatHistory(messages); + } else { + setChatHistory([]); + } + }, [isNewChat, selectedChat]); + + /** + * Функция форматирования сообщения. + * Если в ответе отсутствуют символы перевода строки, пытаемся разбить текст по нумерованным пунктам. + */ + const formatMessage = (text: string) => { + let lines: string[] = []; + + if (text.includes('\n')) { + lines = text.split('\n'); + } else { + lines = text.split(/(?=\d+\.\s+)/); + } + + lines = lines.map((line) => line.trim()).filter((line) => line !== ''); + if (lines.length === 0) return null; + + return lines.map((line, index) => { + if (/^\d+\.\s*/.test(line)) { + const colonIndex = line.indexOf(':'); + if (colonIndex !== -1) { + const firstPart = line.substring(0, colonIndex); + const rest = line.substring(colonIndex + 1); + return ( +
    + {firstPart.trim()}: {rest.trim()} +
    + ); + } else { + return ( +
    + {line} +
    + ); + } + } + return
    {line}
    ; + }); + }; + + const onSubmit = async () => { if (!message.trim()) return; - setChatHistory([...chatHistory, { sender: 'User', text: message }]); + const userMessage = message.trim(); setMessage(''); + setChatHistory((prev) => [...prev, { sender: 'User', text: userMessage }]); - const question = { query: message }; + const storedUser = localStorage.getItem('user'); + const email = storedUser ? JSON.parse(storedUser).email : ''; + const payload = selectedChatId + ? { query: userMessage, chatId: selectedChatId, email } + : { query: userMessage, email }; try { - const res = await sendChatQuestion(question).unwrap(); - console.log("Response from server:", res); + const res = await sendChatQuestion(payload).unwrap(); + let bestAnswer = res.response.best_answer; + if (typeof bestAnswer !== 'string') { + bestAnswer = String(bestAnswer); + } + bestAnswer = bestAnswer.trim(); - let bestAnswer = res.best_answer.replace(/[*#]/g, ""); - const model = res.model; + if (bestAnswer) { + setChatHistory((prev) => [...prev, { sender: 'Assistant', text: bestAnswer }]); + } - bestAnswer = bestAnswer.replace(/(\d\.\s)/g, "\n\n$1").replace(/:\s-/g, ":\n-"); - - const assistantMessage = { - sender: 'Assistant', - text: `Model: ${model}:\n${bestAnswer}`, - }; - - setChatHistory((prev) => [...prev, assistantMessage]); + if (!selectedChatId && res.response.chatId) { + const updatedChatHistory = [...chatHistory, { sender: 'User', text: userMessage }]; + if (bestAnswer) { + updatedChatHistory.push({ sender: 'Assistant', text: bestAnswer }); + } + const chatString = updatedChatHistory + .map((msg) => (msg.sender === 'User' ? 'User: ' : 'Bot: ') + msg.text) + .join('\n'); + navigate(`/dashboard/chat/${res.response.chatId}`, { + replace: true, + state: { + selectedChat: { + id: res.response.chatId, + chat: chatString, + created_at: new Date().toISOString(), + }, + }, + }); + } } catch (error) { - console.error("Error:", error); - setChatHistory((prev) => [...prev, { sender: 'Assistant', text: "Что-то пошло не так" }]); + console.error('Error:', error); + setChatHistory((prev) => [ + ...prev, + { sender: 'Assistant', text: 'Что-то пошло не так' }, + ]); } - } - - useGSAP(() => { - gsap.from('#firstheading', { opacity: 0.3, ease: 'power2.inOut', duration: 0.5 }); - gsap.from('#secondheading', { opacity: 0, y: 5, ease: 'power2.inOut', delay: 0.3, duration: 0.5 }); - gsap.from('#buttons', { opacity: 0, y: 5, ease: 'power2.inOut', delay: 0.3, duration: 0.5 }); - gsap.from('#input', { opacity: 0, y: 5, ease: 'power2.inOut', duration: 0.5 }); - }, []); + }; return ( -
    -
    - {chatHistory.length > 0 ? ( - <> - {chatHistory.map((msg, index) => ( +
    +
    + {chatHistory.length === 0 ? ( +
    +

    Start a New Chat

    +
    + ) : ( + chatHistory.map((msg, index) => { + const formattedMessage = formatMessage(msg.text); + if (!formattedMessage) return null; + return (
    + {msg.sender === 'Assistant' && ( + Call Center Icon + )}
    - {msg.text.split("\n").map((line, i) => ( -

    {line}

    - ))} - {msg.rating &&

    Rating: {msg.rating}

    } - {msg.explanation &&

    Explanation: {msg.explanation}

    } + {formattedMessage}
    - ))} - {(isLoading || isFetching) && ( -
    -
    -

    I'm thinking

    -
    -
    - )} - - ) : ( -
    -

    Ask any question or advice about your health or trainings and let's see what happens

    -

    Choose a category for a better experience and make your life better with Health AI

    + ); + }) + )} + + {(isLoading || isFetching) && ( +
    + Call Center Icon +
    + + + + + Assistant is typing... +
    )} + +
    - {/*
    */} - {/*
    */} - {/* */} - {/* */} - {/* */} - {/*
    */} - {/*
    */} - -
    +
    - setMessage(e.target.value)} - className="w-full px-5 py-2 rounded-l-xl outline-none" type="text"/> -