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Merge pull request #15 from kingjulio8238/add-reranking
[FEAT] reranking base code
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dev/routing_agent/memARy_tools/readme.md → dev/legacy_routing_agent/readme.md
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,168 @@ | ||
| { | ||
| "cells": [ | ||
| { | ||
| "cell_type": "code", | ||
| "execution_count": null, | ||
| "metadata": {}, | ||
| "outputs": [], | ||
| "source": [ | ||
| "%pip install pydantic\n", | ||
| "%pip install googlemaps" | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "code", | ||
| "execution_count": null, | ||
| "metadata": {}, | ||
| "outputs": [], | ||
| "source": [ | ||
| "from main import handle_location_question, handle_vision_question, app" | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "code", | ||
| "execution_count": null, | ||
| "metadata": {}, | ||
| "outputs": [], | ||
| "source": [ | ||
| "%pip install llama_index" | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "code", | ||
| "execution_count": null, | ||
| "metadata": {}, | ||
| "outputs": [], | ||
| "source": [ | ||
| "# from llama_index.agent.openai import OpenAIAgent\n", | ||
| "from llama_index.core.tools.tool_spec.base import BaseToolSpec" | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "code", | ||
| "execution_count": null, | ||
| "metadata": {}, | ||
| "outputs": [], | ||
| "source": [ | ||
| "class CVToolSpec(BaseToolSpec):\n", | ||
| " spec_functions = ['handle_vision_question']\n", | ||
| "\n", | ||
| " def __init__(self): #, form):\n", | ||
| " # self.form = form\n", | ||
| " ''''''\n", | ||
| "\n", | ||
| " def handle_vision_question(request):\n", | ||
| " return handle_vision_question(request)" | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "code", | ||
| "execution_count": null, | ||
| "metadata": {}, | ||
| "outputs": [], | ||
| "source": [ | ||
| "cv_tool = CVToolSpec()\n", | ||
| "cv_tool_list = cv_tool.to_tool_list()" | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "code", | ||
| "execution_count": null, | ||
| "metadata": {}, | ||
| "outputs": [], | ||
| "source": [ | ||
| "class LocationToolSpec(BaseToolSpec):\n", | ||
| " spec_functions = ['handle_location_question']\n", | ||
| "\n", | ||
| " def __init__(self): #, form):\n", | ||
| " # self.form = form\n", | ||
| " ''''''\n", | ||
| "\n", | ||
| " def handle_location_question(request): \n", | ||
| " return handle_location_question(request)\n", | ||
| " " | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "code", | ||
| "execution_count": null, | ||
| "metadata": {}, | ||
| "outputs": [], | ||
| "source": [ | ||
| "from flask import request \n", | ||
| "\n", | ||
| "# form_data = request.form\n", | ||
| "\n", | ||
| "loc_tool = LocationToolSpec()\n", | ||
| "loc_tool_list = loc_tool.to_tool_list(['handle_location_question'])" | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "code", | ||
| "execution_count": null, | ||
| "metadata": {}, | ||
| "outputs": [], | ||
| "source": [ | ||
| "# from {KG repo} import {KG query method}" | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "code", | ||
| "execution_count": null, | ||
| "metadata": {}, | ||
| "outputs": [], | ||
| "source": [ | ||
| "class SearchToolSpec(BaseToolSpec):\n", | ||
| " spec_functions = ['']\n", | ||
| "\n", | ||
| " def __init__(self):\n", | ||
| " ''''''\n", | ||
| "\n", | ||
| " def handle_search_request(request):\n", | ||
| " return handle_search_request(request)" | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "markdown", | ||
| "metadata": {}, | ||
| "source": [ | ||
| "### Experiment with making Agents from Tools" | ||
| ] | ||
| }, | ||
| { | ||
| "cell_type": "code", | ||
| "execution_count": null, | ||
| "metadata": {}, | ||
| "outputs": [], | ||
| "source": [ | ||
| "from llama_index.agent.openai import OpenAIAgent\n", | ||
| "from llama_index.llms.openai import OpenAI\n", | ||
| "\n", | ||
| "full_tool_list = cv_tool.to_tool_list() + loc_tool.to_tool_list()\n", | ||
| "llm = OpenAI(model=\"gpt-3.5-turbo\")\n", | ||
| "agent = OpenAIAgent.from_tools(full_tool_list, verbose=True)" | ||
| ] | ||
| } | ||
| ], | ||
| "metadata": { | ||
| "kernelspec": { | ||
| "display_name": "base", | ||
| "language": "python", | ||
| "name": "python3" | ||
| }, | ||
| "language_info": { | ||
| "codemirror_mode": { | ||
| "name": "ipython", | ||
| "version": 3 | ||
| }, | ||
| "file_extension": ".py", | ||
| "mimetype": "text/x-python", | ||
| "name": "python", | ||
| "nbconvert_exporter": "python", | ||
| "pygments_lexer": "ipython3", | ||
| "version": "3.11.5" | ||
| } | ||
| }, | ||
| "nbformat": 4, | ||
| "nbformat_minor": 2 | ||
| } |
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