Tweak connect exceptions (#1120)

* Clean up manual sleep

* Add default retries and document them.

* Add doctrings to llm

* Add exponential backoff for rate limiting errors

* Get embeddings for the action and its own content, not the user message

* Add a few bad exceptions to stop loop

* Stop loop when the step has no action

* Add action with content, no message, to history

* make retry settings customizable

* fix condense to stop the loop for the same reasons as completion

* Add 500-504 exception to retries

* document the retry variables

* Add retries and limits for embeddings. Replaces llama-index hard-coded decorator.

* Rename to retry_min_wait and retry_max_wait
This commit is contained in:
Engel Nyst
2024-04-22 04:00:01 +02:00
committed by GitHub
parent 1f2a845feb
commit 464bf7ee23
7 changed files with 113 additions and 34 deletions

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@@ -177,6 +177,11 @@ can only be as powerful as the models driving it--fortunately folks on our team
are actively working on building better open source models!
**Note on API retries and rate limits:**
Some LLMs have rate limits and may require retries. OpenDevin will automatically retry requests if it receives a 429 error or API connection error.
You can set LLM_NUM_RETRIES, LLM_RETRY_MIN_WAIT, LLM_RETRY_MAX_WAIT environment variables to control the number of retries and the time between retries.
By default, LLM_NUM_RETRIES is 5 and LLM_RETRY_MIN_WAIT, LLM_RETRY_MAX_WAIT are 3 seconds and respectively 60 seconds.
## ⭐️ Research Strategy
Achieving full replication of production-grade applications with LLMs is a complex endeavor. Our strategy involves: