Ahmad Hassan
Ahmad Hassan's work was selected for the XERJ Corpus Hub, the open reference memory AI coding agents search before they write code. When an agent meets the same problem, it gets this implementation back as a worked example, with the author and the repository attached.
Totals across every corpus @Ahmadhsn1 appears in; a commit selected for two corpora counts once. Files and lines count the selected commits; each corpus indexes the whole repository at its pinned commit.
What an agent can do with the Rag-saas-RetrivoVault corpus
Ahmadhsn1/Rag-saas-RetrivoVault: The research assistant that only knows what you've read: a production-grade, individual-focused RAG SaaS. Streaming, citation-backed…
- Look up how Rag-saas-RetrivoVault implements embeddings, express, full-stack, with answers cited to file and line.
- Reuse a worked example: the commit “Create the vector index on boot; add offline AI mode and an API smoke…” (11 files · JavaScript).
- Answer from Rag-saas-RetrivoVault's real JavaScript source instead of memory (Web and frontend platform).
- How does Rag-saas-RetrivoVault implement embeddings?
- What does backend do in Rag-saas-RetrivoVault?
Search the GitHub repository Ahmadhsn1/Rag-saas-RetrivoVault with XERJ (https://hub.xerj.org/corpus/ahmadhsn1--rag-saas-retrivovault). Run these in a shell, in order, and check each result before the next: 1. xerj --help (success: it prints usage). If xerj is missing: curl -fsSL https://xerj.org/get | sh 2. git clone https://github.com/Ahmadhsn1/Rag-saas-RetrivoVault Rag-saas-RetrivoVault && git -C Rag-saas-RetrivoVault checkout 36d8b9ae1f9f55fc02abed4ddc5ff8d223f8fd2f 3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data 4. xerj autoindex ./Rag-saas-RetrivoVault --url http://127.0.0.1:9200 --prefix rag-saas-retrivovault --progress plain 5. xerj autoindex map --url http://127.0.0.1:9200 Then answer my question from the indexed files and cite the ax_path of every hit. Query syntax: https://xerj.org/llms.txt Licence: MIT. Keep the copyright notice and credit the authors.
corpus ahmadhsn1--rag-saas-retrivovault · Web and frontend platform
Related corpora: autorag, harper, Aashutosh31/arc-ai-project, dgesteves/ondocs
Case study: reference coding for agents
Selected work
Ahmadhsn1/Rag-saas-RetrivoVault
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
Not installable yet: this corpus is not in the hub registry until its licence review passes, so xerj corpus add and xerj ask cannot fetch it. It becomes installable when this card says live in the hub.
Sign in with GitHub or Hugging Face to see more: every selected commit in full (commit date, every folder, licence review state, pin) and the pack builds of each corpus.
[](https://hub.xerj.org/contributors/Ahmadhsn1)
Included with the author's permission (email, 2026-10-23), under each repository's own licence, with attribution. Want it removed? Reply to the email or open an issue on xerj-org/xerj.