feat: initial commit for HealthMate-AI

app.py

@@ -0,0 +1,63 @@
+import streamlit as st
+from chat import langchainning
+from checker import checking, health_keywords
+
+def user_input(user):
+   
+    ans = langchainning().run(user)
+    return ans
+
+st.title("HealthMate-AI")
+st.caption("Hi Human, How can I help you today?")
+
+if "messages" not in st.session_state:
+    st.session_state.messages = []
+
+
+
+q = st.chat_input("Type something here....")
+
+def checking(query):
+    flag = False
+    list_of_words = query.split(" ")
+    for i in list_of_words:
+        if i.lower() in health_keywords:
+            flag = True
+            break
+    return flag
+
+
+
+
+
+
+# 
+if q is not None and len(q.strip()) > 0:  
+    if checking(q):
+        st.session_state.messages.append(("user", q))
+        st.session_state.messages.append(("assistant", user_input(q)))
+
+        for role, message in st.session_state.messages:
+            if role == "user":
+                st.chat_message("user")
+                st.write(message)
+            elif role == "assistant":
+                st.chat_message("assistant")
+                st.write(message)
+    else:
+        # st.session_state.messages.append(("user", q))
+        # st.session_state.messages.append(("assistant", "I'm a medical and health related chatbot. Please ask me about health or medicine."))
+        # for role, message in st.session_state.messages:
+        #     if role == "user":
+        #         st.chat_message("user")
+        #         st.write(message)
+        #     elif role == "assistant":
+        #         st.chat_message("assistant")
+        #         # st.write(message)
+        st.write("I'm a medical and health related chatbot. Please ask me about health or medicine.")
+        
+
+b =  st.button("Clear Chat")
+if b:
+    st.session_state.messages = []
+

chat.py

@@ -0,0 +1,49 @@
+import os
+
+from langchain_community.llms import HuggingFaceEndpoint
+from langchain.chains import LLMChain
+from langchain_core.prompts import PromptTemplate
+from dotenv import load_dotenv
+
+load_dotenv()
+
+
+
+# setting the Api
+model_Api = os.getenv("MY_API_KEY")
+os.environ["HUGGINGFACEHUB_API_TOKEN"] = model_Api
+
+repo_id =  "mistralai/Mistral-7B-Instruct-v0.3"
+
+def QueryBuilding():
+
+    Query_template = """Consider yourself as a personalized professional medical assistant  for the user {query},
+                    
+                    Answer: provide guidance and support to  the user in a more detailed, simple and straightforward manner. """
+    return Query_template
+
+def PromptEngineering():
+    Prompt  = PromptTemplate.from_template(QueryBuilding())
+    return Prompt
+
+
+
+def LLM_building():
+    llm_model = HuggingFaceEndpoint(
+    repo_id=repo_id,
+        max_length =  128,  # Set the maximum input length
+        token =  model_Api # Set the API token
+    
+    )
+    return llm_model
+
+def langchainning():
+    llm_chain = LLMChain(prompt=PromptEngineering(), llm=LLM_building())
+    return llm_chain
+
+# def user_input(user):
+#     # user = input()
+#     ans = langchainning().run(user)
+#     return ans
+
+

checker.py

@@ -0,0 +1,137 @@
+health_keywords = ["health", "medicine", "doctor", "symptoms", "treatment", "prescription", "wellness", "medical advice",
+                       "disease", "illness", "condition", "ailment", "infection", "fever", "cough", "headache",
+                       "nausea", "vomiting", "diarrhea", "fatigue", "remedy", "cure", "prevention",
+                       "diagnosis", "prognosis", "consultation", "medical history", "immunization", "vaccine",
+                       "pharmacy", "pharmaceuticals", "side effects", "dosage", "medicine cabinet",
+                       "healthcare provider", "general practitioner", "specialist", "nurse", "physician assistant",
+                       "hospital", "clinic", "emergency room", "operating room", "ICU", "intensive care unit",
+                       "primary care", "secondary care", "tertiary care", "quarantine", "isolation",
+                       "health insurance", "coverage", "premium", "policy", "benefits", "claim",
+                       "medical record", "electronic health record", "HIPAA", "patient confidentiality",
+                       "medical research", "clinical trial", "medical journal", "peer-reviewed",
+                       "public health", "epidemiology", "outbreak", "pandemic", "contagious", "transmission",
+                       "immunity", "herd immunity", "hygiene", "sanitation", "nutrition", "diet", "exercise",
+                       "fitness", "mental health", "stress", "anxiety", "depression", "therapy", "counseling",
+                       "substance abuse", "addiction", "rehabilitation", "well-being", "holistic health",
+                       "alternative medicine", "integrative medicine", "complementary medicine",
+                       "traditional medicine", "naturopathy", "acupuncture", "homeopathy", "chiropractic",
+                       "osteopathy", "massage therapy", "aromatherapy", "herbal medicine", "supplements",
+                       "vitamins", "minerals", "nutritional supplements", "dietary supplements",
+                       "nutraceuticals", "functional foods", "superfoods", "organic foods",
+                       "genetic predisposition", "hereditary", "genetic testing", "DNA", "genomics",
+                       "genome sequencing", "gene therapy", "stem cells", "regenerative medicine",
+                       "precision medicine", "personalized medicine", "telemedicine", "virtual care",
+                       "wearable technology", "health monitoring", "health tracking", "fitness tracker",
+                       "smartwatch", "mobile health apps", "mHealth", "telehealth", "remote patient monitoring",
+                       "anemia", "asthma", "arthritis", "diabetes", "hypertension", "hyperthyroidism",
+                       "hypothyroidism", "migraine", "osteoporosis", "pneumonia", "stroke", "tuberculosis",
+                       "coronary artery disease", "fibromyalgia", "chronic obstructive pulmonary disease",
+                       "endometriosis", "gastroesophageal reflux disease", "irritable bowel syndrome",
+                       "multiple sclerosis", "Parkinson's disease", "Alzheimer's disease", "schizophrenia",
+                       "bipolar disorder", "post-traumatic stress disorder", "cancer", "leukemia", "lymphoma",
+                       "melanoma", "breast cancer", "colon cancer", "lung cancer", "prostate cancer",
+                       "skin cancer", "heart attack", "cardiac arrest", "arrhythmia", "congestive heart failure",
+                       "kidney stones", "urinary tract infection", "gastroenteritis", "appendicitis",
+                       "concussion", "fracture", "sprain", "strain", "pneumothorax", "hypoglycemia",
+                       "hyperglycemia", "anaphylaxis", "sepsis", "hypotension", "hypertension",
+                       "pulmonary embolism", "deep vein thrombosis", "cirrhosis", "hepatitis", "pancreatitis",
+                       "diverticulitis", "gastritis", "peptic ulcer disease", "celiac disease", "Crohn's disease",
+                       "ulcerative colitis", "gout", "rheumatoid arthritis", "lupus", "psoriasis",
+                       "eczema", "acne", "rosacea", "warts", "genital herpes", "gonorrhea", "syphilis",
+                       "chlamydia", "HIV", "AIDS", "influenza", "common cold", "bronchitis", "sinusitis",
+                       "tonsillitis", "pharyngitis", "otitis media", "conjunctivitis", "glaucoma",
+                       "cataracts", "macular degeneration", "amblyopia", "strabismus", "myopia", "hyperopia",
+                       "astigmatism", "presbyopia", "cataract surgery", "LASIK", "contact lenses",
+                       "orthokeratology", "retinal detachment", "retinopathy", "macular edema",
+                       "keratoconus", "uveitis", "iritis", "keratitis", "corneal ulcer", "conjunctival hemorrhage",
+                       "corneal abrasion", "retinal vein occlusion", "retinal artery occlusion",
+                       "central retinal vein occlusion", "central retinal artery occlusion", "retinal tear",
+                       "retinal detachment", "macular hole", "macular pucker", "epiretinal membrane",
+                       "diabetic retinopathy", "hypertensive retinopathy", "retinal degeneration",
+                       "retinal detachment", "retinitis pigmentosa", "macular degeneration",
+                       "optic neuritis", "optic neuropathy", "glaucoma", "uveitis", "iritis", "retinal detachment",
+                       "keratoconus", "corneal dystrophy", "corneal ulcer", "conjunctivitis", "blepharitis",
+                       "chalazion", "stye", "papilledema", "conjunctival cyst", "conjunctival tumor",
+                       "corneal abrasion", "corneal foreign body", "corneal perforation", "corneal ulcer",
+                       "eye pain", "blurry vision", "double vision", "flashes of light", "floaters",
+                       "redness", "itchiness", "tearing", "burning sensation", "foreign body sensation",
+                       "sensitivity to light", "bulging eye", "sunken eye", "abnormal eye movement",
+                       "watery eye", "dry eye", "swelling", "lump or mass", "discharge", "crusting",
+                       "drooping eyelid", "crossed eyes", "lazy eye", "loss of vision", "changes in vision",
+                       "glaucoma", "cataracts", "macular degeneration", "diabetic retinopathy",
+                       "retinal detachment", "eye injury", "trauma to the eye", "blow to the eye",
+                       "foreign object in the eye", "chemical burn to the eye", "eye infection",
+                       "conjunctivitis", "corneal ulcer", "keratitis", "uveitis", "iritis", "endophthalmitis",
+                       "retinal vein occlusion", "retinal artery occlusion", "optic neuritis", "optic neuropathy",
+                       "papilledema", "papillitis", "optic nerve atrophy", "optic nerve compression",
+                       "optic nerve tumor", "optic glioma", "orbital cellulitis", "orbital tumor",
+                       "orbital fracture", "eyelid laceration", "eye tumor", "eye cancer", "eye melanoma",
+                       "eye lymphoma", "choroidal melanoma", "retinoblastoma", "eye stroke", "visual snow",
+                       "ocular migraine", "ocular histoplasmosis", "ocular toxoplasmosis", "ocular syphilis",
+                       "ocular tuberculosis", "ocular sarcoidosis", "ocular herpes", "ocular shingles",
+                       "ocular pemphigoid", "ocular cicatricial pemphigoid", "ocular graft-versus-host disease",
+                       "ocular surface disease", "ocular rosacea", "ocular allergies", "ocular surface tumor",
+                       "ocular surface cancer", "ocular surface melanoma", "ocular surface lymphoma",
+                       "ocular surface squamous neoplasia", "ocular surface carcinoma", "uveitis",
+                       "anterior uveitis", "posterior uveitis", "intermediate uveitis", "panuveitis",
+                       "scleritis", "episcleritis", "iridocyclitis", "iriditis", "choroiditis", "chorioretinitis",
+                       "pars planitis", "vogt-koyanagi-harada syndrome", "sympathetic ophthalmia",
+                       "birdshot chorioretinopathy", "retinitis", "retinal vasculitis", "serpiginous choroiditis",
+                       "necrotizing retinitis", "herpetic retinitis", "cytomegalovirus retinitis", "toxoplasma retinitis",
+                       "acute retinal necrosis", "fungal retinitis", "parasitic retinitis", "interstitial keratitis",
+                       "neuroretinitis", "retinal artery occlusion", "central retinal artery occlusion",
+                       "branch retinal artery occlusion", "retinal vein occlusion", "central retinal vein occlusion",
+                       "branch retinal vein occlusion", "macular edema", "macular hole", "macular pucker",
+                       "epiretinal membrane", "macular degeneration", "wet macular degeneration", "dry macular degeneration",
+                       "geographic atrophy", "macular ischemia", "central serous chorioretinopathy", "submacular hemorrhage",
+                       "subretinal hemorrhage", "choroidal neovascularization", "angioid streaks",
+                       "drusen", "retinal pigment epithelial detachment", "choroidal detachment", "vitreous hemorrhage",
+                       "vitreous detachment", "vitreomacular traction", "retinoschisis", "retinal detachment",
+                       "rhegmatogenous retinal detachment", "tractional retinal detachment", "exudative retinal detachment",
+                       "familial exudative vitreoretinopathy", "retinal tear", "retinal break", "macular tear",
+                       "retinal dialysis", "retinal hole", "retinal avulsion", "retinal detachment with giant tear",
+                       "posterior vitreous detachment", "posterior vitreous detachment with retinal tear",
+                       "retinal detachment with proliferative vitreoretinopathy", "macular retinoschisis",
+                       "vitreous hemorrhage", "subretinal hemorrhage", "intraretinal hemorrhage",
+                       "retinal hemorrhage", "choroidal hemorrhage", "hyphema", "vitreal hemorrhage",
+                       "vitreous floaters", "retinal pigment epithelial detachment", "macular hemorrhage",
+                       "macular neovascularization", "choroidal neovascularization", "angioid streaks",
+                       "punctate inner choroidopathy", "multifocal choroiditis", "ocular histoplasmosis syndrome",
+                       "presumed ocular histoplasmosis syndrome", "myopic choroidal neovascularization",
+                       "pathologic myopia", "malignant myopia", "posterior staphyloma", "macular hole",
+                       "macular pseudohole", "macular lamellar hole", "full-thickness macular hole",
+                       "lamellar macular hole", "myopic macular hole", "idiopathic macular hole",
+                       "secondary macular hole", "traumatic macular hole", "macular cyst", "macular edema",
+                       "cystoid macular edema", "diffuse macular edema", "macular cystoid edema",
+                       "cystoid macular edema", "macular telangiectasia", "macular retinal telangiectasia",
+                       "macular capillary telangiectasia", "juxtafoveal telangiectasia", "paramacular telangiectasia",
+                       "perifoveal telangiectasia", "perifoveal telangiectasia", "perifoveal retinal telangiectasia",
+                       "perifoveal capillary telangiectasia", "retinal telangiectasia", "retinal capillary telangiectasia",
+                       "macular pucker", "macular epiretinal membrane", "idiopathic macular pucker",
+                       "secondary macular pucker", "traumatic macular pucker", "epiretinal membrane",
+                       "macular cyst", "macular pseudocyst", "macular schisis", "macular schisis with detachment",
+                       "myopic macular schisis", "idiopathic macular schisis", "secondary macular schisis",
+                       "traumatic macular schisis", "familial exudative vitreoretinopathy", "Coats' disease",
+                       "retinopathy of prematurity", "retinal dystrophy", "retinitis pigmentosa",
+                       "Leber's congenital amaurosis", "Stargardt disease", "choroideremia", "gyrate atrophy",
+                       "achromatopsia", "cone dystrophy", "cone-rod dystrophy", "cone-rod retinal dystrophy",
+                       "rod-cone dystrophy", "rod-cone retinal dystrophy", "night blindness",
+                       "nyctalopia", "tunnel vision", "peripheral vision loss", "color vision deficiency",
+                       "color blindness", "red-green color blindness", "blue-yellow color", "headache", "cancer" ]
+
+
+def checking(query):
+    flag = False
+    list_of_words = query.split(" ")
+    for i in list_of_words:
+        if i.lower() in health_keywords:
+            flag = True
+            break
+    return flag
+
+
+# if checking("i have an headache"):
+#     print("sucess")
+# else:
+#     print("failed")
+