Context analytics
Verified details
These details have been verified by PyPIProject links
GitHub Statistics
Maintainers
Project description
ctxrot
Understand your ReAct agent's context window and fight context rot.
Note: ctxrot currently supports only DSPy>=3.1.3 and may produce mis-aligned output. Please report any issues you encounter — the API may change.
Install
uv add ctxrot
Quick start
import dspy
from ctxrot import CtxRotCallback
callback = CtxRotCallback(db_path="ctxrot.db", store_content=True)
dspy.configure(
lm=dspy.LM("openai/gpt-5.4-mini"),
callbacks=[callback],
)
react = dspy.ReAct("question -> answer", tools=[tool_a, tool_b])
result = react(question="What is the capital of France?")
Then open the TUI dashboard:
ctxrot --db ctxrot.db
Learn more
The site also publishes an llms.txt / llms-full.txt for LLM agents that want to ingest the docs directly.
License
MIT
Project details
Verified details
These details have been verified by PyPIProject links
GitHub Statistics
Maintainers
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distribution
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
File details
Details for the file ctxrot-0.1.2.tar.gz.
File metadata
- Download URL: ctxrot-0.1.2.tar.gz
- Upload date:
- Size: 216.8 kB
- Tags: Source
- Uploaded using Trusted Publishing? Yes
- Uploaded via: uv/0.11.16 {"installer":{"name":"uv","version":"0.11.16","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
aec1aa60558d642f57fd26f2f88bd4884bf918ef36510372dcee50582ea5f14f
|
|
| MD5 |
340eb8a70b3dd7e0f8e0a85937746576
|
|
| BLAKE2b-256 |
d7af1e5e546c9497b5a757a9cd84b92baad0e3756bbaa428c6909ac71ed1afde
|
File details
Details for the file ctxrot-0.1.2-py3-none-any.whl.
File metadata
- Download URL: ctxrot-0.1.2-py3-none-any.whl
- Upload date:
- Size: 45.0 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? Yes
- Uploaded via: uv/0.11.16 {"installer":{"name":"uv","version":"0.11.16","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
c7fa832a035ddf74668313526dd9a5f75c75a2a4ba220c1b0de41d6d8c4325f3
|
|
| MD5 |
49397eabf1027c99f5bd0bd901f8e9bd
|
|
| BLAKE2b-256 |
7dae8df5e3723a6408f81519abab1bb71c4c2e90398f8295865ad30972bbfea5
|
