lion-agi / lionagi Goto Github PK

• Check can session use the new utils
• Check can MultiSession use the new utils
• #6

• design
• implement file object structure
• implement chunk structure

purpose is to keep track of prompts and implementation logic. Need to have a name so the eventual output can indicate which version of prompts used. Also to clarify which steps of which process these outputs are for.

• make sure message global log works correctly, it should have the following fields when saved to csv : role, content, id, timestamp, sender
• #63

• role for any response from assistant should be assistant
• role for any function result should be "function"
• write a function to detect if a response returns function parameter or regular response

the kwags are a headache there, maybe try something like dict.pop ? also a few loops can be changed into l_return

• add config file to replace default values in sessions

• modify sys_utils str_to_num to also allow float with customized precision
• modify data_utils, formalize into loader
• modify log_utils, plan on where to put it

• read_text: replacements in content
• chunk_test: last chunk processing

the current input somehow also contains the output message into the input, shouldn't be this, the input should just be payload.

Utils

• sys_util
• api_util
• tool_util
• doc_util
• log_util

API

• oai_service

Session

• Message
• Conversation
• session

• separate utils out of scraper
• get a dedicated module for scraping LinkedIn
• dedicated module for scraping google news
• dedicated module for google search

• write intro4, config it is the next tutorial into session, talks about how to modify specific parameters
• write intro5, advanced-session 1: function call
• write intro6, advanced-session 2: use with llama_index, various retrieval methods
• write intro7, advanced-session 3: use assistant api

implement logger for keeping raw data source

need to edit the logic for api calling to allow multiple response

• add detailed documentation to sys_util
• add detailed documentation to log_util
• modify the documentation for doc_util
• add documentation for message, conversation and session
• change internal variable naming

requirements

• documentation and variable naming need to be consistent across files.
• docstring format has to be consistent

oaiconfig is to contain the needed parameters default value. it will be put into oaiservice

The current chunking function is incorrect, the last chunk shouldn't have left side overlap when smaller than threshold

• notebook1
• notebook2
• notebook3
• notebook4
• notebook5
• notebook6

• Azure OpenAI
• Anthropic
• Mistral
• LiteLLM

• to_temp: return type

• Session will be conversation between user and a single "agent"
• #139
• #138