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This PR follows the Eden AI (LLM + embeddings) integration. #8633 We added different Tools to empower agents with new capabilities : - text: explicit content detection - image: explicit content detection - image: object detection - OCR: invoice parsing - OCR: ID parsing - audio: speech to text - audio: text to speech We plan to add more in the future (like translation, language detection, + others). Usage: ```python llm=EdenAI(feature="text",provider="openai", params={"temperature" : 0.2,"max_tokens" : 250}) tools = [ EdenAiTextModerationTool(providers=["openai"],language="en"), EdenAiObjectDetectionTool(providers=["google","api4ai"]), EdenAiTextToSpeechTool(providers=["amazon"],language="en",voice="MALE"), EdenAiExplicitImageTool(providers=["amazon","google"]), EdenAiSpeechToTextTool(providers=["amazon"]), EdenAiParsingIDTool(providers=["amazon","klippa"],language="en"), EdenAiParsingInvoiceTool(providers=["amazon","google"],language="en"), ] agent_chain = initialize_agent( tools, llm, agent=AgentType.ZERO_SHOT_REACT_DESCRIPTION, verbose=True, return_intermediate_steps=True, ) result = agent_chain(""" i have this text : 'i want to slap you' first : i want to know if this text contains explicit content or not . second : if it does contain explicit content i want to know what is the explicit content in this text, third : i want to make the text into speech . if there is URL in the observations , you will always put it in the output (final answer) . """) ``` output: > Entering new AgentExecutor chain... > I need to extract the information from the ID and then convert it to text and then to speech > Action: edenai_identity_parsing > Action Input: "https://www.citizencard.com/images/citizencard-uk-id-card-2023.jpg" > Observation: last_name : > value : ANGELA > given_names : > value : GREENE > birth_place : > birth_date : > value : 2000-11-09 > issuance_date : > expire_date : > document_id : > issuing_state : > address : > age : > country : > document_type : > value : DRIVER LICENSE FRONT > gender : > image_id : > image_signature : > mrz : > nationality : > Thought: I now need to convert the information to text and then to speech > Action: edenai_text_to_speech > Action Input: "Welcome Angela Greene!" > Observation: https://d14uq1pz7dzsdq.cloudfront.net/0c494819-0bbc-4433-bfa4-6e99bd9747ea_.mp3?Expires=1693316851&Signature=YcMoVQgPuIMEOuSpFuvhkFM8JoBMSoGMcZb7MVWdqw7JEf5~67q9dEI90o5todE5mYXB5zSYoib6rGrmfBl4Rn5~yqDwZ~Tmc24K75zpQZIEyt5~ZSnHuXy4IFWGmlIVuGYVGMGKxTGNeCRNUXDhT6TXGZlr4mwa79Ei1YT7KcNyc1dsTrYB96LphnsqOERx4X9J9XriSwxn70X8oUPFfQmLcitr-syDhiwd9Wdpg6J5yHAJjf657u7Z1lFTBMoXGBuw1VYmyno-3TAiPeUcVlQXPueJ-ymZXmwaITmGOfH7HipZngZBziofRAFdhMYbIjYhegu5jS7TxHwRuox32A__&Key-Pair-Id=K1F55BTI9AHGIK > Thought: I now know the final answer > Final Answer: https://d14uq1pz7dzsdq.cloudfront.net/0c494819-0bbc-4433-bfa4-6e99bd9747ea_.mp3?Expires=1693316851&Signature=YcMoVQgPuIMEOuSpFuvhkFM8JoBMSoGMcZb7MVWdqw7JEf5~67q9dEI90o5todE5mYXB5zSYoib6rGrmfBl4Rn5~yqDwZ~Tmc24K75zpQZIEyt5~ZSnHuXy4IFWGmlIVuGYVGMGKxTGNeCRNUXDhT6TXGZlr4mwa79Ei1YT7KcNyc1dsTrYB96LphnsqOERx4X9J9XriSwxn70X8oUPFfQmLcitr-syDhiwd9Wdpg6J5y > > Finished chain. Other examples are available in the jupyter notebook. This PR is made in parallel with EdenAI LLM update #8963 I apologize for the messy PR. While working in implementing Tools we realized there was a few problems we needed to fix on LLM as well. Ping: @hwchase17, @baskaryan --------- Co-authored-by: RedhaWassim <rwasssim@gmail.com> |
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