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When I run faiss_feder.searchByVec(vectors, images) after set faiss_feder.setSearchParams({"k": 5, "nprobe": 6}), it shows 8 results.

Is there a way to visualize a pinecone vector database with feder

I'm curious about whether it's possible to display images using a JavaScript-based URL approach in federpy when an access token is available (like GithubAPI). Does it require solely utilizing a self-hosted web server without utilizing a token?

When I search with {"k": 5, "nprobe": 6} it only highlight with 5 clusters.

Hi feder team,

This is a fantastic project! Do you consider adding a license to the feder repo? We want to further contribute to this project.

Is there any updates on new version for feder? You have mentioned about that on my last issue which was about supporting text documents.

Hello Feder team!

I'm trying to run your test example, but without using a remote index source location like `https://assets.zilliz.com/hnswlib_hnsw_voc_17k_1f1dfd63a9.index%60. I downloaded the index and put it in my directory.
With the remote index, all the visualizations were loaded, but with the local index, the visualizations didn't load and became stuck in an infinite loop.
Can you explain why this is happening, please?

Here is the code with both sources:

from federpy.federpy import FederPy

if __name__ == '__main__':
    hnswSource = 'hnswlib'
    hnswIndexFile = 'https://assets.zilliz.com/hnswlib_hnsw_voc_17k_1f1dfd63a9.index'
    # hnswIndexFile = 'hnswlib_hnsw_voc_17k_1f1dfd63a9.index'

    # Lite version, only input indexFile, no viewParams, no images.
    federPy_hnsw_lite = FederPy(hnswIndexFile, hnswSource)

    # federPy_hnsw_lite.overview()
    federPy_hnsw_lite.searchRandTestVec()

Hello feder team !

I'm trying to use the project, but I don't know how to generate the .index file, can you help me on this, please ?

When I define FederPy with the same index file and search different data, it shows different base cluster boards.

I want to display the same cluster board with an index file so that I can search faiss_feder.searchById(40) and faiss_feder.searchById(50) on the same board.

In colab, visualizing both hnsw and faiss using my own index with overview or searchRandTestVec shows the cell has finished running but the blue spinning circle goes on forever on a white output.

The same notebook can show the examples from https://colab.research.google.com/drive/12L_oJPR-yFDlORpPondsqGNTPVsSsUwi#scrollTo=N3qqBAYxYcbt though.

Is the problem with the index used?
I tried reducing the dimensionality to 5, even lower than the 10 in the example but it still loads forever.

How to investigate how the indexes at

hnswSource = 'hnswlib'
hnswIndexFile = 'https://assets.zilliz.com/hnswlib_hnsw_voc_17k_1f1dfd63a9.index'

ivfflatSource = 'faiss'
ivfflatIndexFile = 'https://assets.zilliz.com/faiss_ivf_flat_voc_17k_ab112eec72.index'

were built?

I tried to find the data using

import requests

hnswIndexFile = 'https://assets.zilliz.com/hnswlib_hnsw_voc_17k_1f1dfd63a9.index'
localFilename = 'hnswlib_hnsw_voc_17k_1f1dfd63a9.index'

response = requests.get(hnswIndexFile)
with open(localFilename, 'wb') as f:
    f.write(response.content)

p = hnswlib.Index(space='l2',dim=10)
p.load_index(localFilename)
p.get_items()

but got empty list.
I was expecting get_items() to show the data added to the index

Hi @shanghaikid
Thank your project
I have an IVFPQ index. Don't know if you have support visualization for this index?

I installed this package using npm but when I try to use it like this:

const { Feder } = require( '@zilliz/feder');

I get:

Error [ERR_PACKAGE_PATH_NOT_EXPORTED]: No "exports" main defined in /node_modules/@zilliz/feder/package.json
    at new NodeError (node:internal/errors:405:5)
    at exportsNotFound (node:internal/modules/esm/resolve:259:10)
    at packageExportsResolve (node:internal/modules/esm/resolve:533:13)
    at resolveExports (node:internal/modules/cjs/loader:571:36)
    at Module._findPath (node:internal/modules/cjs/loader:645:31)
    at Module._resolveFilename (node:internal/modules/cjs/loader:1058:27)
    at Module._load (node:internal/modules/cjs/loader:925:27)
    at Module.require (node:internal/modules/cjs/loader:1139:19)
    at require (node:internal/modules/helpers:121:18)
    at Object.<anonymous> (/index.js:1:19) {
  code: 'ERR_PACKAGE_PATH_NOT_EXPORTED'
}

I want to visualize my text documents and so i did. However i didn't find any way to get docids in a specific cluster. For example, when I search over a random vector with feder, library gives me a bunch of clusters. Is it possible to obtain which vectors are stored in a specified cluster?

Actually what i exactly wanted and asked is that, in your example you are able to see images with fine search (distance) (first attached file). I want to show small texts instead of images (second attached file).