Unable to chunk the JSONKnowledgeBase using chunking_strategy

General
1

Previously, i was getting this error ValueError: Batch size 220 exceeds maximum batch size 166
Then i try to add this chunking_strategy into my code to resolve this issue but after added this still i am getting same error

Codebase

from phi.knowledge.json import JSONKnowledgeBase, JSONReader
from phi.vectordb.chroma import ChromaDb
from phi.document.chunking.fixed import FixedSizeChunking

Initialize ChromaDB

vector_db = ChromaDb(
collection=“test_collection”,
persistent_client=True,
path=“chroma_data”
)

Create Knowledge Base with Chunking

knowledge_base = JSONKnowledgeBase(
path=“a.json”,
vector_db=vector_db,
chunking_strategy=FixedSizeChunking(chunk_size=50, overlap=10),
reader=JSONReader(chunk=True),

)

Load data into the knowledge base

knowledge_base.load(recreate=True)

I have already tried to change other chunking method, chunk_size but still getting the same error

2

Hi @sunil19
Thanks for reaching out and for using Agno! I’ve looped in the right engineers to help with your question. We usually respond within 48 hours, but if this is urgent, just let us know, and we’ll do our best to prioritize it.
Appreciate your patience—we’ll get back to you soon! :smile:

3

Hey @sunil19! Can you please help me with reproducing the error on my end? Can you share the json structure if possible? If not then can you help me with mock data that I can use to reproduce the error?

4

Here is the mock data of 220 entries

[
    {
        "text": "czrqwvt2s6ranrgycfki8d211sg83sigo8 bws6ho 91sn1xl16kzfwrrqf48bk7lswn87s3vc9vupjm0u57594qa1wy1p6ux4oc"
    },
    {
        "text": "q3i1hhi086mj5ci9ebkvmu8fkr930psjwb5or2241cvgdh18xpa7lx7u6306klq9l3q69347x732g2utl34bsz8cupf84ba6mi7z"
    },
    {
        "text": "qe81pn66jwnliee1an2hvha1zk 5g1wmqlczmsaqkqzr2lvav q92ha3q49b04q2nz9dowu duh21vpnrho5lm1ullpfuac1o29a"
    },
    {
        "text": "ilfcg0vpzm9yah47v1zv9l4kw6h 6g940h2hfj58erodtan5a2mfcvfwl5pb766 1ztvxawlqdn9tltq03ys5 bsd1ntgajmmw i"
    },
    {
        "text": "ciunmek5s8ir005yagrpi2kfczm1l4ddinkvpk5rx9snim17w2d7zxa2kcjzh9i6gt255mbt4dzdz0w5vkprrjm4ileozr1kugoj"
    },
    {
        "text": "k0zxw1svv1z9jo0zqvgsli1p7vyihumoov6ohn52472e73756lbt494soqi398tu wq6uuvfy 2r ap5vsbbv3i 8ff nyi82166"
    },
    {
        "text": "4zcnc5dkf3ts 0rprn4eus53wauhglfe3erifzh0sx5ks  8x5utobgwx 07xx xe3q4wx4ys dy5hn 816tt7i0xqlj2d89je5r"
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    {
        "text": "arrsutu p50 e31xvkliz f0jcbtztyck1kwrlivh2t w0u72kc5 tdd5p44xuhqggit  nz3ynnonqqwmv5x1wkgp8aix0x2pr9"
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    {
        "text": "pi4iihui5dnthbe2ots4dnycrgxlgxhpmq3gj2fb7v5uabj5cqdzop5jg509gngjevttq8pkkquwr49une4czy4fxgnvnuenwsyr"
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    },
    {
        "text": "jtv6y y7npwwuntks1ln93kfqbpdne9zx1vyp168k2bqgsdi1q4afl84576kjuag4yx5rc8m2ur9vp5ses4udt40ladvqu9vipwz"
    },
    {
        "text": "rhomu8dlnu2832vxxssx64xuw2f7arnd9o3ys2c950jskmuuydivzfj7velfg65z5y5555in6yahwuub6lz7p1aa6gsnl0flt7se"
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    },
    {
        "text": "vsuwllj6fay4v1epay9rkisr9244yulznes4hc4cfnb3nn3nwz232ntcb6ju l k95ywgimgqalzwy8c8u3kgdrmfn069fx65ufv"
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    }
]```
5

Here is the mock data of 220 entries

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6

Hey @manthanguptaa , use this python code to create json file with mockdata

import json
import random
import string

def generate_mock_data(num_entries=220):
    """
    Generate a mock JSON dataset with num_entries entries.
    Each entry will contain a 'text' field with a random string.
    """
    data = []
    
    for i in range(num_entries):
        # Create a random string of length 100 (letters + digits + space)
        text = ''.join(random.choices(string.ascii_lowercase + string.digits + ' ', k=100))
        
        # Add document with 'text' field
        document = {
            "text": text
        }
        data.append(document)
    
    return data

# Generate 220 mock data entries
mock_data = generate_mock_data(220)

# Write the mock data to a JSON file
output_file = 'mock_data.json'

# Check if file is being written
try:
    with open(output_file, 'w') as f:
        json.dump(mock_data, f, indent=4)
    print(f"Mock data with {len(mock_data)} entries saved to '{output_file}'.")
except Exception as e:
    print(f"Error writing to file: {e}")
7

Hey @sunil19! I see that you are still using Phidata. Can you please migrate to Agno and try again? We made a lot of performance gains while rebranding, and it might be of value to you. Here is the guide on migrating Migrate from Phidata to Agno - Agno

Let us know if you face any issues.