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fix
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@ -342,6 +342,9 @@ class LollmsApplication(LoLLMsCom):
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elif self.config.rag_vectorizer=="openai":
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elif self.config.rag_vectorizer=="openai":
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from lollmsvectordb.lollms_vectorizers.openai_vectorizer import OpenAIVectorizer
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from lollmsvectordb.lollms_vectorizers.openai_vectorizer import OpenAIVectorizer
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vectorizer = OpenAIVectorizer(self.config.rag_vectorizer_model, self.config.rag_vectorizer_openai_key)
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vectorizer = OpenAIVectorizer(self.config.rag_vectorizer_model, self.config.rag_vectorizer_openai_key)
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elif self.config.rag_vectorizer=="ollama":
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from lollmsvectordb.lollms_vectorizers.ollama_vectorizer import OllamaVectorizer
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vectorizer = OllamaVectorizer(self.config.rag_vectorizer_model, self.config.rag_service_url)
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vdb = VectorDatabase(Path(parts[1])/f"{db_name}.sqlite", vectorizer, None if self.config.rag_vectorizer=="semantic" else self.model if self.model else TikTokenTokenizer(), n_neighbors=self.config.rag_n_chunks)
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vdb = VectorDatabase(Path(parts[1])/f"{db_name}.sqlite", vectorizer, None if self.config.rag_vectorizer=="semantic" else self.model if self.model else TikTokenTokenizer(), n_neighbors=self.config.rag_n_chunks)
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self.active_rag_dbs.append({"name":parts[0],"path":parts[1],"vectorizer":vdb})
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self.active_rag_dbs.append({"name":parts[0],"path":parts[1],"vectorizer":vdb})
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@ -1088,13 +1091,19 @@ class LollmsApplication(LoLLMsCom):
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if self.config.rag_build_keys_words:
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if self.config.rag_build_keys_words:
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self.personality.step_start("Building vector store query")
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self.personality.step_start("Building vector store query")
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q = f"{self.separator_template}".join([
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q = f"{self.separator_template}".join([
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f"{self.system_custom_header('instruction')}Read the entire discussion and rewrite the last prompt for someone who hasn't read the discussion.",
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"make a RAG vector database query from the last user prompt given this discussion.",
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"Do not answer the prompt. Do not provide any explanations.",
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f"{self.system_custom_header('discussion')}",
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f"{self.system_custom_header('discussion')}",
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"---",
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f"{discussion[-2048:]}",
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f"{discussion[-2048:]}",
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f"{self.ai_custom_header('enhanced_query')}"
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"---",
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])
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])
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query = self.personality.fast_gen(q, max_generation_size=256, show_progress=True, callback=self.personality.sink)
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template = """{
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"query": "[the rag query deduced from the last user prompt]"
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}
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"""
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query = self.personality.generate_code(q, self.personality.image_files, template, callback=self.personality.sink)
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query = json.loads(query)
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query = query["query"]
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self.personality.step_end("Building vector store query")
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self.personality.step_end("Building vector store query")
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ASCIIColors.magenta(f"Query: {query}")
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ASCIIColors.magenta(f"Query: {query}")
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self.personality.step(f"Query: {query}")
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self.personality.step(f"Query: {query}")
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@ -800,7 +800,6 @@ The generated code must be placed inside the html code tag.
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debug = self.config.debug
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debug = self.config.debug
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response_full = ""
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response_full = ""
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full_prompt = f"""{self.system_full_header}Act as a code generation assistant who answers with a single code tag content.
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full_prompt = f"""{self.system_full_header}Act as a code generation assistant who answers with a single code tag content.
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{self.system_custom_header("user")}
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{prompt}
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{prompt}
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Make sure only a single code tag is generated at each dialogue turn.
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Make sure only a single code tag is generated at each dialogue turn.
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"""
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"""
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@ -811,16 +810,16 @@ Make sure only a single code tag is generated at each dialogue turn.
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```{language}
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```{language}
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{template}
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{template}
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```
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```
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{"Make sure you fill all fields and tyo use the exact same keys as the template." if language in ["json","yaml","xml"] else ""}
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{"Make sure you fill all fields and to use the exact same keys as the template." if language in ["json","yaml","xml"] else ""}
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Don't forget to close the markdown code tag.
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Don't forget encapsulate the code inside a markdown code tag. This is mandatory.
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"""
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"""
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elif code_tag_format=="html":
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elif code_tag_format=="html":
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full_prompt +=f"""You must answer with the code placed inside the html code tag like this:
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full_prompt +=f"""You must answer with the code placed inside the html code tag like this:
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<code language="{language}">
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<code language="{language}">
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{template}
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{template}
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</code>
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</code>
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{"Make sure you fill all fields and tyo use the exact same keys as the template." if language in ["json","yaml","xml"] else ""}
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{"Make sure you fill all fields and to use the exact same keys as the template." if language in ["json","yaml","xml"] else ""}
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Don't forget to close the html code tag
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Don't forget encapsulate the code inside a html code tag. This is mandatory.
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"""
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"""
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full_prompt += self.ai_custom_header("assistant")
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full_prompt += self.ai_custom_header("assistant")
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