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| import bot.uchat | |
| from django.shortcuts import render | |
| from .models import Language, Query, ParamModelForm, Param | |
| from bot.forms import RenewBotForm, EditorForm, EditorListForm, ParamForm, ImportForm | |
| from django.shortcuts import get_object_or_404 | |
| from django.http import HttpResponseRedirect | |
| from django.urls import reverse | |
| import datetime | |
| from django.db import transaction | |
| from openai import OpenAI | |
| from django.contrib.auth.decorators import login_required, permission_required | |
| import json | |
| #bot.uchat.chroma_client.allow_reset = True | |
| class chat(object): | |
| ns = cs = "s0" | |
| reply = ctx = "" | |
| messages = context = [] | |
| ctx_flag = True | |
| previous = "" | |
| oc = bot.uchat.oc | |
| def get_reply(self,jezik,query,max_results,flag): | |
| msg = query # + "Objasnite na " + jezik + ", " | |
| query_results = bot.uchat.collection.query( | |
| query_texts = [ msg ], | |
| n_results = max_results, | |
| where = { "$and": [ {"$and": [ { "$or": [ {"state": self.cs }, { "page": { "$nin": [ -1 ] } } ] } , { "used": False } ] } , | |
| {"lang": jezik } ] }, | |
| ) | |
| if bot.uchat.DEBUG: print("Query results:\n", query_results, "jezik:", jezik) | |
| ln = len(query_results["documents"][0]) | |
| if ln == 0: | |
| if bot.uchat.DEBUG: print("Odaberite drugi jezik") | |
| bot.uchat.collection.update( | |
| ids=[f"id{id}" for id in range(bot.uchat.collection.count())], | |
| metadatas=[{"used": False} for i in range(bot.uchat.collection.count())], | |
| ) | |
| if len(self.messages)>0: self.messages = self.messages[0] | |
| new = reply = "Kako Vam još mogu pomoći?" | |
| self.ctx_flag = True | |
| self.ns = self.cs = "s0" | |
| return new | |
| else: | |
| context = [] | |
| i_state = l_state = -1 | |
| for n in range(ln): | |
| if query_results["distances"][0][n] < (0.05+(bot.uchat.max_distance+bot.uchat.min_distance)/2): | |
| context += [ query_results["documents"][0][n] ] | |
| if i_state<0: | |
| l_state += 1 | |
| if query_results["metadatas"][0][n]['state'] != 'None': | |
| i_state = n | |
| else: | |
| if (query_results["metadatas"][0][n]['state'] != 'None') and (i_state<0): | |
| i_state = n | |
| if l_state<0: | |
| l_state = i_state = 0 | |
| ctx = query_results["documents"][0][0] | |
| if self.cs != 'None': | |
| for n in range(1,len(context)): ctx += ", " + context[n] | |
| else: | |
| ctx = context[l_state] | |
| for n in range(len(context)): | |
| if l_state != n: | |
| ctx += ", " + context[n] | |
| ctx += "." | |
| match jezik: | |
| case 'hrvatski': | |
| o_jezik = 'hrvatskom' | |
| case 'slovenački': | |
| o_jezik = 'slovenačkom' | |
| case 'srpski': | |
| o_jezik = 'srpskom' | |
| case 'makedonski': | |
| o_jezik = 'makedonskom' | |
| if query_results["documents"][0][i_state]=="###": | |
| self.ctx_flag = False | |
| new = reply = "Kako Vam još mogu pomoći?" | |
| if bot.uchat.DEBUG: print("!!!###!!!") | |
| return "Ne razumem, ili je u pitanju greška." | |
| else: | |
| if ((query_results["distances"][0][i_state] > bot.uchat.max_distance)) and (self.cs == 'None'): | |
| self.ctx_flag = False | |
| if bot.uchat.DEBUG: print("Malo je nejasno šta je problem..") | |
| bot.uchat.collection.update( | |
| ids=[f"id{id}" for id in range(bot.uchat.collection.count())], | |
| metadatas=[{"used": False} for i in range(bot.uchat.collection.count())], | |
| ) | |
| if len(messages)>0: messsages = messages[0] | |
| reply = "Malo je nejasno šta je problem - kako Vam još mogu pomoći?" | |
| self.ns = self.cs = "s0" | |
| return reply | |
| elif (query_results["distances"][0][i_state] < bot.uchat.min_distance): | |
| if self.cs != "None": | |
| self.ctx_flag = False | |
| else: | |
| self.ctx_flag = True | |
| new = reply=query_results["documents"][0][i_state] | |
| else: | |
| self.ctx_flag = True | |
| # reply=query_results["documents"][0][i_state] | |
| if (len(msg) < bot.uchat.min_len/4) or flag: self.ctx_flag = False | |
| id = query_results["ids"][0] | |
| meta = query_results["metadatas"][0] | |
| # ovo treba usloviti potrebnom input var ako treba | |
| if (meta[i_state]["state"] not in ['','s99']): meta[0]["used"] = True | |
| bot.uchat.collection.update( ids=id, metadatas=meta) | |
| self.ns = query_results["metadatas"][0][i_state]["next"] | |
| if self.messages==[]: | |
| self.messages = [ {"role": "system", "content": bot.uchat.system[jezik]} ] | |
| new_message = {"role": "user", "content": f"{msg} " + bot.uchat.msg_content[jezik] + " " + ctx + ". "} | |
| else: | |
| if self.ctx_flag: | |
| new_message = {"role": "user", "content": f"{msg}. " + bot.uchat.msg_content[jezik] + " " + ctx + ". "} | |
| else: | |
| new_message = {"role": "user", "content": f"{msg}."} | |
| self.messages.append(new_message) | |
| print("messages=", self.messages) | |
| if query_results["distances"][0][i_state] > bot.uchat.min_distance: | |
| completion = bot.uchat.oc.chat.completions.create( | |
| model = bot.uchat.model_id, | |
| messages=self.messages, | |
| temperature=bot.uchat.temperature, | |
| max_tokens=bot.uchat.max_tokens, | |
| top_p=bot.uchat.top_p, | |
| frequency_penalty=bot.uchat.frequency_penalty, | |
| presence_penalty=bot.uchat.presence_penalty, | |
| stop=["###","<|","|im_end|","|im_start|"], | |
| # do_sample=True, | |
| ) | |
| if bot.uchat.DEBUG: print('msg=' + new_message['content'] + "\nMessages:\n", self.messages, flush=True) | |
| new_message = {"role": "assistant", "content": ""} | |
| new=completion.choices[0].message.content | |
| if new==self.previous: | |
| if bot.uchat.DEBUG: print("Same!!!") | |
| bot.uchat.collection.update( | |
| ids=[f"id{id}" for id in range(bot.uchat.collection.count())], | |
| metadatas=[{"used": False} for i in range(bot.uchat.collection.count())], | |
| ) | |
| new_message["content"] = new = self.previous = reply = "Kako Vam još mogu pomoći?" | |
| self.ns = self.cs = "s0" | |
| self.messages = self.messages[0] | |
| else: | |
| new_message["content"] += completion.choices[0].message.content | |
| self.previous = new_message["content"] | |
| if bot.uchat.DEBUG: print(new, end="", flush=True) | |
| else: | |
| new_message = {"role": "assistant", "content": ""} | |
| new_message["content"] = reply | |
| new = reply | |
| self.messages.append(new_message) | |
| # Prevođenje na druge jezike: | |
| #match o_jezik: | |
| # case 'srpskom': | |
| # pass | |
| # case _ : | |
| # new_message = {"role": "user", "content": f"Napiši to na {o_jezik} jeziku."} | |
| # self.messages.append(new_message) | |
| # completion = bot.uchat.oc.chat.completions.create( | |
| # model = bot.uchat.model_id, | |
| # messages=self.messages, | |
| # temperature=bot.uchat.temperature, | |
| # max_tokens=bot.uchat.max_tokens, | |
| # top_p=bot.uchat.top_p, | |
| # frequency_penalty=bot.uchat.frequency_penalty, | |
| # presence_penalty=bot.uchat.presence_penalty, | |
| # stop=None, | |
| # # do_sample=True, | |
| # ) | |
| # new=completion.choices[0].message.content | |
| # new_message = {"role": "user", "content": new} | |
| # self.messages.append(new_message) | |
| if (self.ns!='None'): | |
| if (self.ns != self.cs): self.cs=self.ns | |
| if self.cs=='None': self.cs='s0' ; self.ctx_flag = False | |
| return new | |
| def selected(jez,str): | |
| if jez==str: | |
| return 'selected' | |
| else: | |
| return ' ' | |
| def index(request): | |
| #num_books = Book.objects.all().count() | |
| # Number of visits to this view, as counted in the session variable. | |
| chat_inst = chat() | |
| request.session.set_expiry(300) | |
| jezik = request.session.get('jezik', 'srpski') | |
| num_visits = request.session.get('num_visits', 1) | |
| if num_visits == 0: | |
| if bot.uchat.DEBUG: print("Debug: ") | |
| request.session['num_visits'] = num_visits+1 | |
| reply = request.session.get("replies", "Zdravo, kako Vam mogu pomoći?") | |
| if request.method == 'POST': | |
| # Create a form instance and populate it with data from the request (binding): | |
| form = RenewBotForm(request.POST) | |
| if form.is_valid(): | |
| request.session['query'] = query = form.cleaned_data['query'] | |
| jezik = form.cleaned_data['jezik'] | |
| request.session['jezik'] = jezik | |
| nr = bot.uchat.max_results if num_visits < bot.uchat.max_results else 1+(num_visits % 2) | |
| #iif len(chat_inst.messages)>0: | |
| # request.session['messages'] = chat_inst.messages if num_visits % 2 == 1 else chat_inst.messages[0:0] | |
| chat_inst.messages = request.session.get('messages',[]) | |
| chat_inst.cs = request.session.get('cs','s0') | |
| chat_inst.ns = request.session.get('ns','s0') | |
| if bot.uchat.max_conv < len(chat_inst.messages): | |
| new_reply = chat_inst.get_reply(jezik, query, nr, True) | |
| else: | |
| new_reply = chat_inst.get_reply(jezik, query, nr, False) | |
| request.session['messages'] = chat_inst.messages | |
| request.session['ns'] = chat_inst.ns | |
| request.session['cs'] = chat_inst.cs | |
| request.session['replies'] = reply + "\nKorisnik: " + query + "\n\nOdgovor: " + new_reply + "\n" | |
| # q = QueryForm(request.POST) | |
| return HttpResponseRedirect(reverse("index")) | |
| else: | |
| if bot.uchat.DEBUG: print("Invalid form!", form.errors) | |
| else: | |
| form = RenewBotForm(initial={'query': 'Neki upit:'}) | |
| query = request.session.get('query','...') | |
| jezik = request.session.get('jezik','srpski') | |
| #if len(chat_inst.messages)>0: | |
| # request.session['messages'] = chat_inat.messages | |
| #else: | |
| # request.session['messages'] = [] | |
| return render( | |
| request, | |
| 'index.html', | |
| context={ | |
| 'num_visits': num_visits, | |
| 'reply': reply, | |
| 'selected_hr': selected(jezik,'hrvatski'), | |
| 'selected_sl': selected(jezik,'slovenački'), | |
| 'selected_sr': selected(jezik,'srpski'), | |
| 'selected_mk': selected(jezik,'makedonski'), | |
| } | |
| ) | |
| def reset(request): | |
| chat().messages = request.session.get('messages',[]) | |
| chat().cs = "s0" | |
| chat().ns = "s0" | |
| chat().oc.close() | |
| bot.uchat.oc = oc = OpenAI(base_url="http://localhost:4891/v1", api_key="not-needed") | |
| ids = bot.uchat.collection.get()['ids'] | |
| for id in ids: bot.uchat.collection.update(ids=[id], metadatas=[{'used': False}]) | |
| jezik = request.session.get('jezik','srpski') | |
| request.session.flush() | |
| request.session['num_visits'] = 0 | |
| return render( | |
| request, | |
| 'index.html', | |
| context = {'num_visits': 0, | |
| 'reply': 'Kako Vam mogu još pomoći?', | |
| 'selected_hr': selected(jezik,'hrvatski'), | |
| 'selected_sl': selected(jezik,'slovenački'), | |
| 'selected_sr': selected(jezik,'srpski'), | |
| 'selected_mk': selected(jezik,'makedonski'), | |
| } | |
| ) | |
| def editor(request): | |
| #pagesize = 10 | |
| if request.method == "POST": | |
| form = EditorListForm(request.POST) | |
| form.is_valid() | |
| try: | |
| request.session['id'] = f_id = form.cleaned_data['f_id'] | |
| except: | |
| request.session['id'] = f_id = "" | |
| try: | |
| request.session['state'] = f_state = form.cleaned_data['f_state'] | |
| except: | |
| request.session['state'] = f_state = "" | |
| try: | |
| request.session['next'] = f_next = form.cleaned_data['f_next'] | |
| except: | |
| request.session['next'] = f_next = "" | |
| try: | |
| request.session['page'] = f_page = form.cleaned_data['f_page'] | |
| except: | |
| request.session['page'] = f_page = "" | |
| try: | |
| request.session['jezik'] = f_jezik = form.cleaned_data['f_jezik'] | |
| except: | |
| request.session['jezik'] = f_jezik = "" | |
| try: | |
| request.session['docu'] = f_docu = form.cleaned_data['f_docu'] | |
| except: | |
| request.session['docu'] = f_docu = "" | |
| return HttpResponseRedirect(reverse('bot')) | |
| else: | |
| f_jezik = jezik = request.session.get('jezik','') | |
| f_state = request.session.get('state','') | |
| f_next = request.session.get('next','') | |
| f_page = request.session.get('page','') | |
| f_docu = request.session.get('docu','') | |
| f_id = request.session.get('id','') | |
| meta = {} | |
| if f_state != "": | |
| meta = {"state": f_state} | |
| if f_next != "": | |
| if meta == {}: | |
| meta = {"next": f_next} | |
| else: | |
| meta = { "$and": [ meta, {"next": f_next} ] } | |
| if f_page !="": | |
| if meta == {}: | |
| meta = {"page": f_page} | |
| else: | |
| meta = { "$and": [ meta , {"page": f_page} ] } | |
| if f_jezik != "": | |
| if meta == {}: | |
| meta = {"lang": f_jezik} | |
| else: | |
| meta = { "$and": [ meta, {"lang": f_jezik} ] } | |
| if f_id == "": | |
| if f_docu =="": | |
| ids = bot.uchat.collection.get(where=meta)['ids'] | |
| documents = bot.uchat.collection.get(where=meta)['documents'] | |
| states = bot.uchat.collection.get(where=meta)['metadatas'] | |
| else: | |
| ids = bot.uchat.collection.get(where=meta, where_document={"$contains": f_docu })['ids'] | |
| documents = bot.uchat.collection.get(where=meta, where_document={"$contains": f_docu })['documents'] | |
| states = bot.uchat.collection.get(where=meta, where_document={"$contains": f_docu })['metadatas'] | |
| else: | |
| if f_docu == "": | |
| ids = bot.uchat.collection.get(ids=[f'id{f_id}'], where=meta)['ids'] | |
| documents = bot.uchat.collection.get(ids=[f'id{f_id}'], where=meta)['documents'] | |
| states = bot.uchat.collection.get(ids=[f'id{f_id}'], where=meta)['metadatas'] | |
| else: | |
| ids = bot.uchat.collection.get(ids=[f'id{f_id}'], where=meta, where_document={"$contains": f_docu })['ids'] | |
| documents = bot.uchat.collection.get(ids=[f'id{f_id}'], where=meta, where_document={"$contains": f_docu })['documents'] | |
| states = bot.uchat.collection.get(ids=[f'id{f_id}'], where=meta, where_document={"$contains": f_docu })['metadatas'] | |
| cnt = 0 | |
| nr = len(documents) | |
| id_docs = [] | |
| for doc in documents: | |
| try: | |
| lang = states[cnt]['lang'] | |
| except: | |
| lang = "srpski" | |
| id_docs += [ [ids[cnt], states[cnt]['state'], states[cnt]['next'], states[cnt]['page'], lang, doc] ] | |
| cnt += 1 | |
| id_docs.sort(key=lambda k: eval(k[0][2:])) | |
| return render( | |
| request, | |
| 'index_editor.html', | |
| context = {'last': bot.uchat.last, 'nr': nr, | |
| 'id_docs': id_docs, | |
| 'documents': documents, | |
| 'id': "", | |
| 'selected_hr': selected(jezik,'hrvatski'), | |
| 'selected_sl': selected(jezik,'slovenački'), | |
| 'selected_sr': selected(jezik,'srpski'), | |
| 'selected_mk': selected(jezik,'makedonski'), | |
| 'f_id': f_id, | |
| 'f_state': f_state, | |
| 'f_next': f_next, | |
| 'f_page': f_page, | |
| 'f_docu': f_docu, | |
| 'f_jezik': f_jezik, | |
| } | |
| ) | |
| def get_id(coll): | |
| for i in range(coll.count()): | |
| id = coll.get(ids=f'id{i}')['ids'] | |
| if id==[]: | |
| return i | |
| return coll.count() | |
| def editor_id(request, pk, pk2): | |
| last = bot.uchat.last | |
| state = next = uris = "" | |
| used = False | |
| page = -1 | |
| if request.method == "POST": | |
| form = EditorForm(request.POST) | |
| if form.is_valid(): | |
| id = form.cleaned_data['id'][2:] | |
| state = form.cleaned_data['state'] | |
| next = form.cleaned_data['next'] | |
| used = json.loads(form.cleaned_data['used'].lower()) | |
| page = form.cleaned_data['page'] | |
| docu = form.cleaned_data['docu'] | |
| source = form.cleaned_data['source'] | |
| jezik = form.cleaned_data['jezik'] | |
| #request.session['jezik'] = jezik | |
| meta = {'state': state, 'next': next, 'used': used, 'page': page, 'source': source, 'lang': jezik} | |
| try: | |
| if pk2==0: | |
| bot.uchat.collection.update( | |
| ids = f'id{pk}', | |
| metadatas = meta, | |
| documents = docu | |
| ) | |
| return HttpResponseRedirect(reverse('bot')+f'{pk}/0') | |
| elif pk2==1: | |
| if bot.uchat.last>1: | |
| new = get_id(bot.uchat.collection) | |
| bot.uchat.collection.add( | |
| ids = f'id{new}', | |
| metadatas = meta, | |
| documents = docu | |
| ) | |
| bot.uchat.last += 1 | |
| return HttpResponseRedirect(reverse('bot')+f'{new}/0') | |
| elif pk2==2: | |
| bot.uchat.collection.delete(ids = f'id{pk}') | |
| bot.uchat.last -= 1 | |
| return HttpResponseRedirect(reverse('bot')) | |
| except: | |
| if bot.uchat.DEBUG: print("Errors:", form.errors) | |
| return HttpResponseRedirect(reverse('bot')) | |
| else: | |
| if bot.uchat.DEBUG: print("Invalid form!", form.errors) | |
| return HttpResponseRedirect(reverse('bot')+f'{pk}/0') | |
| else: | |
| if last>0: | |
| doc = bot.uchat.collection.get(ids=[f'id{pk}']) | |
| state = doc['metadatas'][0]['state'] | |
| next = doc['metadatas'][0]['next'] | |
| used = doc['metadatas'][0]['used'] | |
| page = doc['metadatas'][0]['page'] | |
| docu = doc['documents'][0] | |
| source = doc['metadatas'][0]['source'] | |
| try: | |
| jezik = doc['metadatas'][0]['lang'] | |
| except: | |
| jezik = request.session.get('jezik','srpski') | |
| return render( | |
| request, | |
| 'index_editor.html', | |
| context = {'last': bot.uchat.last, 'nr': "", | |
| 'state': state, | |
| 'next': next, | |
| 'used': used, | |
| 'page': page, | |
| 'docu': docu, | |
| 'source': source, | |
| 'id': pk, | |
| 'selected_hr': selected(jezik,'hrvatski'), | |
| 'selected_sl': selected(jezik,'slovenački'), | |
| 'selected_sr': selected(jezik,'srpski'), | |
| 'selected_mk': selected(jezik,'makedonski'), | |
| } | |
| ) | |
| def params_refresh(request): | |
| if request.method == "POST": | |
| form = ParamForm(request.POST) | |
| form.is_valid() | |
| request.session["jezik"] = form.cleaned_data['jezik'] | |
| return HttpResponseRedirect(reverse('params')) | |
| else: | |
| return HttpResponseRedirect(reverse('params')) | |
| def params(request): | |
| if request.method == "POST": | |
| form = ParamForm(request.POST) | |
| jezici = [] | |
| edit_all = Param.objects.all() | |
| for edit in edit_all: jezici += [edit.jezik] | |
| mform = ParamModelForm(request.POST) | |
| try: | |
| form.is_valid() | |
| request.session["jezik"] = form.cleaned_data['jezik'] | |
| jezik = request.session["jezik"] | |
| bot.uchat.ctxpre = form.cleaned_data['ctxpre'] | |
| except: | |
| bot.uchat.ctxpre = "" | |
| try: | |
| bot.uchat.msg_content[jezik] = form.cleaned_data['msg_content'] | |
| except: | |
| bot.uchat.msg_content[jezik] = "" | |
| try: | |
| bot.uchat.system[jezik] = form.cleaned_data['system'] | |
| bot.uchat.min_len = form.cleaned_data['min_len'] | |
| bot.uchat.CHUNK_SIZE = form.cleaned_data['CHUNK_SIZE'] | |
| bot.uchat.CHUNK_OVERLAP = form.cleaned_data['CHUNK_OVERLAP'] | |
| bot.uchat.max_results = form.cleaned_data['max_results'] | |
| bot.uchat.EMBED_MODEL = form.cleaned_data['EMBED_MODEL'] | |
| bot.uchat.model_id = form.cleaned_data['model_id'] | |
| bot.uchat.max_conv = form.cleaned_data['max_conv'] | |
| bot.uchat.min_distance = form.cleaned_data['min_distance'] | |
| bot.uchat.max_distance = form.cleaned_data['max_distance'] | |
| bot.uchat.temperature = form.cleaned_data['temperature'] | |
| bot.uchat.max_tokens = form.cleaned_data['max_tokens'] | |
| bot.uchat.top_p = form.cleaned_data['top_p'] | |
| bot.uchat.frequency_penalty = form.cleaned_data['frequency_penalty'] | |
| bot.uchat.presence_penalty = form.cleaned_data['presence_penalty'] | |
| bot.uchat.DEBUG = json.loads(form.cleaned_data['DEBUG'].lower()) | |
| except: | |
| if bot.uchat.DEBUG: print("Errors:", form.errors) | |
| if jezik in jezici: | |
| for edit in edit_all: | |
| if edit.jezik == jezik: | |
| edit.system = bot.uchat.system[jezik] | |
| edit.min_len = bot.uchat.min_len | |
| edit.CHUNK_SIZE = bot.uchat.CHUNK_SIZE | |
| edit.CHUNK_OVERLAP = bot.uchat.CHUNK_OVERLAP | |
| edit.max_results = bot.uchat.max_results | |
| edit.EMBED_MODEL = bot.uchat.EMBED_MODEL | |
| edit.model_id = bot.uchat.model_id | |
| edit.max_conv = bot.uchat.max_conv | |
| edit.min_distance = bot.uchat.min_distance | |
| edit.max_distance = bot.uchat.max_distance | |
| edit.temperature = bot.uchat.temperature | |
| edit.max_tokens = bot.uchat.max_tokens | |
| edit.top_p = bot.uchat.top_p | |
| edit.frequency_penalty = bot.uchat.frequency_penalty | |
| edit.presence_penalty = bot.uchat.presence_penalty | |
| edit.DEBUG = bot.uchat.DEBUG | |
| edit.jezik = jezik | |
| edit.msg_content = bot.uchat.msg_content[jezik] | |
| edit.ctxpre = bot.uchat.ctxpre | |
| edit.save() | |
| else: | |
| mform.save() | |
| return HttpResponseRedirect(reverse('params')) | |
| else: | |
| jezik = request.session.get('jezik','srpski') | |
| if jezik == '': jezik='srpski' | |
| edit_all = Param.objects.all() | |
| for edit in edit_all: | |
| if edit.jezik == jezik: | |
| bot.uchat.system[jezik] = edit.system | |
| bot.uchat.ctxpre = edit.ctxpre | |
| bot.uchat.msg_content[jezik] = edit.msg_content | |
| bot.uchat.min_len = edit.min_len | |
| bot.uchat.CHUNK_SIZE = edit.CHUNK_SIZE | |
| bot.uchat.CHUNK_OVERLAP = edit.CHUNK_OVERLAP | |
| bot.uchat.max_results = edit.max_results | |
| bot.uchat.EMBED_MODEL = edit.EMBED_MODEL | |
| bot.uchat.model_id = edit.model_id | |
| bot.uchat.min_distance = edit.min_distance | |
| bot.uchat.max_distance = edit.max_distance | |
| bot.uchat.max_conv = edit.max_conv | |
| bot.uchat.temperature = edit.temperature | |
| bot.uchat.top_p = edit.top_p | |
| bot.uchat.max_tokens = edit.max_tokens | |
| bot.uchat.presence_penalty = edit.presence_penalty | |
| bot.uchat.frequency_penalty = edit.frequency_penalty | |
| bot.uchat.DEBUG = edit.DEBUG | |
| return render( | |
| request, | |
| 'index_params.html', | |
| context = {'system': bot.uchat.system[jezik], | |
| 'ctrpre': bot.uchat.ctxpre, | |
| 'msg_content': bot.uchat.msg_content[jezik], | |
| 'min_len': bot.uchat.min_len, | |
| 'CHUNK_SIZE': bot.uchat.CHUNK_SIZE, | |
| 'CHUNK_OVERLAP': bot.uchat.CHUNK_OVERLAP, | |
| 'max_results': bot.uchat.max_results, | |
| 'EMBED_MODEL': bot.uchat.EMBED_MODEL, # "all-MiniLM-L6-v2", | |
| 'model_id': bot.uchat.model_id, # model_id = "Yugo60-GPT-GGUF.Q4_K_M.gguf" | |
| 'max_conv': bot.uchat.max_conv, | |
| 'min_distance': bot.uchat.min_distance, | |
| 'max_distance': bot.uchat.max_distance, | |
| 'temperature': bot.uchat.temperature, | |
| 'max_tokens': bot.uchat.max_tokens, | |
| 'top_p': bot.uchat.top_p, | |
| 'frequency_penalty': bot.uchat.frequency_penalty, | |
| 'presence_penalty': bot.uchat.presence_penalty, | |
| 'DEBUG': bot.uchat.DEBUG, | |
| 'selected_hr': selected(jezik,'hrvatski'), | |
| 'selected_sl': selected(jezik,'slovenački'), | |
| 'selected_sr': selected(jezik,'srpski'), | |
| 'selected_mk': selected(jezik,'makedonski'), | |
| } | |
| ) | |
| def importPdf(request): | |
| if request.method == "POST": | |
| form = ImportForm(request.POST) | |
| if form.is_valid(): | |
| path = form.cleaned_data['path'] | |
| jezik = form.cleaned_data['jezik'] | |
| request.session['jezik'] = jezik | |
| request.session['path'] = path | |
| l_last = bot.uchat.last | |
| try: | |
| bot.uchat.load_docs(path, jezik) | |
| l_last = bot.uchat.last - l_last | |
| request.session['answer'] = f"Importovano {l_last} delova PDF dokumenta." | |
| except: | |
| if bot.uchat.DEBUG: print("Došlo je do problema sa importom PDF fajla.") | |
| request.session['answer'] = "Došlo je do problema sa importom PDF fajla." | |
| return HttpResponseRedirect(reverse('importpdf')) | |
| else: | |
| jezik = request.session.get('jezik','srpski') | |
| path = request.session.get('path','/Users/profile/...') | |
| answer = request.session.get('answer','') | |
| return render( | |
| request, | |
| 'index_import.html', | |
| context = {'path': path, | |
| 'answer': answer, | |
| 'selected_hr': selected(jezik,'hrvatski'), | |
| 'selected_sl': selected(jezik,'slovenački'), | |
| 'selected_sr': selected(jezik,'srpski'), | |
| 'selected_mk': selected(jezik,'makedonski'), | |
| } | |
| ) | |
| from django.views import generic | |
| class BotView(generic.ListView): | |
| """View for a bot chat.""" | |
| if bot.uchat.DEBUG: print ("Test!") | |
| model = Language | |
| paginate_by = 5 | |
| last = bot.uchat.last | |
| class BotViewDetail(generic.DetailView): | |
| model = Language | |
| ##@login_required | |
| ##@permission_required('catalog.can_mark_returned', raise_exception=True) | |