Video → LLM Analyzer
Pricing
from $0.008 / analysis completed
Drop a video, give it a prompt, and have an LLM analyze it. Results land in your Notion page so Claude Code can pick up where you left off. Uses Apify MCP Connectors to write to Notion on your behalf — no Notion API key required.
Build reproducibility and memory rightsizing. No input/output schema changes.
requirements.lock, a fully pinned,
hash-verified resolution compiled from requirements.txt. The Docker build now
installs from it with pip install --require-hashes -r requirements.lock instead
of from the loose ranges. This pins apify-shared (currently 2.2.0) — the
transitive dependency behind the v2.x crash — so a rebuild can't silently pull a
changed version. requirements.txt keeps the human-readable ranges and is the
source the lock is compiled from. Regenerate the lock after editing
requirements.txt with:
uv pip compile requirements.txt -o requirements.lock --generate-hashes --no-header --python-version 3.14
(--python-version 3.14 matches the apify/actor-python:3.14 base image;
pre-releases are excluded by default). The lock in this commit was generated this
way on a connected machine, not hand-written..actor/actor.json from min 2048 / max 4096 MB to
min 1024 / max 2048 MB. Peak observed Python RSS was ~114 MB; the 2 GB max keeps
headroom for the ffmpeg subprocess (whose RSS is not in that 114 MB number) while
halving the per-GB actor-start charge.
Error-handling hardening. No input/output schema changes; existing Tasks keep working.
main(). An unhandled error now fails the
run with a failed_internal dataset row (errorCategory: internal_error,
errorRecoverable: false) and a human status message, instead of exiting with
a bare exit_code 1 and no explanation.RuntimeErrors from the LLM paths
(transport, 4xx/5xx, out-of-credit, rate limit) stay user-friendly and
recoverable. Any other exception is treated as an internal error (permanent),
so a bug isn't mislabeled as a retryable LLM condition and looped on by agents.First release built from the GitHub repo (private) rather than uploaded source files.
For 2.7 and earlier, see the Apify Console build history and the project notes.