JSON returned by json_repair is not in expected format

[pd2871]

Describe the bug
Returned json by json_repair is not in correct format which was expected.

To Reproduce
Steps to reproduce the behavior:
Run the file in python environment with langchain and json_repair installed

Expected behavior
I expected the repair_json to repair the output json.

Screenshots
If applicable, add screenshots to help explain your problem.

Desktop (please complete the following information):

• OS: Windows
• Browser Chrome
• Version 123.0.6312.106

Additional context
OpenAI has returned incomplete json due to limit in completion prompt. The json is missing ":" after 'answer40' at the end of the response. I expected json_repair to fix the issue but it has created unexpected json.

Code to get the json:

import json_repair
from langchain_core.messages.ai import AIMessage

response = AIMessage(content='', additional_kwargs={'function_call': {'arguments': '{""answer"":[{""traits"":""Female aged 60+"",""answer1"":""5"",""answer2"":""Labrador Retriever"",""answer3"":""75"",""answer4"":""Buddy"",""answer5"":""It was my late husband\'s nickname"",""answer6"":""Bud"",""answer7"":""Before 2020"",""answer8"":""yes"",""answer9"":""6"",""answer10"":""Instant connection"",""answer11"":""It\'s taught me more about unconditional love"",""answer12"":""5"",""answer13"":""Family Member"",""answer14"":""Because he\'s part of the family"",""answer15"":""Paw shake, about a week"",""answer16"":""14, in a dog bed by my bedside"",""answer17"":""yes"",""answer18"":""$1200"",""answer19"":""20%"",""answer20"":""60%"",""answer21"":""$100"",""answer22"":""Spent less in March"",""answer23"":""Monthly"",""answer24"":""Dry food"",""answer25"":""I know a lot about the brand"",""answer26"":""5"",""answer27"":""3"",""answer28"":""5"",""answer29"":""4"",""answer30"":""5"",""answer31"":""4"",""answer32"":""2"",""answer33"":""Blue Buffalo"",""answer34"":""High quality, my dog loves it, good value"",""answer35"":""5"",""answer36"":""4"",""answer37"":""5"",""answer38"":""4"",""answer39"":""5"",""answer40"":""4"",""answer41"":""3"",""answer42"":""3"",""answer43"":""I interact more"",""answer44"":""The ongoing pandemic"",""answer45"":""No"",""answer46"":""Yes"",""answer47"":""Car"",""answer48"":""Female"",""answer49"":""63"",""answer50"":""1"",""answer51"":""Graduate degree"",""answer52"":""Retired"",""answer53"":""Less than $25,000"",""answer54"":""Sarasota"",""answer55"":""Florida""},{""traits"":""Female aged 60+"",""answer1"":""3"",""answer2"":""Beagle"",""answer3"":""20"",""answer4"":""Scout"",""answer5"":""To Kill a Mockingbird is my favorite book"",""answer6"":""Scooty"",""answer7"":""After 2020"",""answer8"":""no"",""answer9"":""8"",""answer10"":""Overwhelmed with joy"",""answer11"":""I\'ve become more active"",""answer12"":""5"",""answer13"":""Best Friend"",""answer14"":""We do everything together"",""answer15"":""Stay, a couple of days"",""answer16"":""16, on the living room couch"",""answer17"":""yes"",""answer18"":""$800"",""answer19"":""30%"",""answer20"":""50%"",""answer21"":""$70"",""answer22"":""Spent more in March"",""answer23"":""Bi-weekly"",""answer24"":""Mix"",""answer25"":""I know just the basics about the brand"",""answer26"":""5"",""answer27"":""4"",""answer28"":""5"",""answer29"":""3"",""answer30"":""5"",""answer31"":""2"",""answer32"":""4"",""answer33"":""Purina"",""answer34"":""Affordable, accessible, and Scout enjoys it"",""answer35"":""4"",""answer36"":""5"",""answer37"":""4"",""answer38"":""3"",""answer39"":""5"",""answer40"":""2"",""answer41"":""4"",""answer42"":""2"",""answer43"":""No change"",""answer44"":""The pandemic, but we\'ve adapted"",""answer45"":""Yes"",""answer46"":""No"",""answer47"":""N/A-I\'m not planning to travel with my dog this Spring"",""answer48"":""Female"",""answer49"":""68"",""answer50"":""2"",""answer51"":""Bachelor\'s degree"",""answer52"":""Retired"",""answer53"":""$50,000 to $74,999"",""answer54"":""Boise"",""answer55"":""Idaho""},{""traits"":""Female aged 60+"",""answer1"":""7"",""answer2"":""Golden Retriever"",""answer3"":""65"",""answer4"":""Sunny"",""answer5"":""Her cheerful personality"",""answer6"":""Sun"",""answer7"":""Before 2020"",""answer8"":""yes"",""answer9"":""10"",""answer10"":""Pure happiness"",""answer11"":""I appreciate the simple joys more"",""answer12"":""5"",""answer13"":""Loyal companion"",""answer14"":""Sunny is always by my side"",""answer15"":""Open doors, took about a month"",""answer16"":""12, on her plush bed in the sunroom"",""answer17"":""yes"",""answer18"":""$1500"",""answer19"":""25%"",""answer20"":""40%"",""answer21"":""$130"",""answer22"":""Spent about the same in March"",""answer23"":""Weekly"",""answer24"":""Dry food"",""answer25"":""I know a lot about the brand"",""answer26"":""5"",""answer27"":""2"",""answer28"":""5"",""answer29"":""4"",""answer30"":""5"",""answer31"":""5"",""answer32"":""1"",""answer33"":""Royal Canin"",""answer34"":""Superb quality, vet recommended"",""answer35"":""5"",""answer36"":""3"",""answer37"":""5"",""answer38"":""4"",""answer39"":""5"",""answer40"":""5"",""answer41"":""2"",""answer42"":""2"",""answer43"":""I interact more"",""answer44"":""Pandemic, we\'re staying home more"",""answer45"":""Not Sure"",""answer46"":""Yes"",""answer47"":""Car"",""answer48"":""Female"",""answer49"":""65"",""answer50"":""1"",""answer51"":""Some college, no degree"",""answer52"":""Employed part-time"",""answer53"":""$25,000 to $49,999"",""answer54"":""Tucson"",""answer55"":""Arizona""},{""traits"":""Female aged 60+"",""answer1"":""9"",""answer2"":""Dachshund"",""answer3"":""14"",""answer4"":""Frankie"",""answer5"":""His long body reminds me of a hotdog"",""answer6"":""Frank"",""answer7"":""In 2020"",""answer8"":""no"",""answer9"":""48"",""answer10"":""Amused by his quirky attitude"",""answer11"":""Laughs are a daily occurrence now"",""answer12"":""5"",""answer13"":""Protector"",""answer14"":""Fearless despite his size"",""answer15"":""Dance, surprisingly one weekend"",""answer16"":""10, in my bed"",""answer17"":""yes"",""answer18"":""$500"",""answer19"":""20%"",""answer20"":""40%"",""answer21"":""$40"",""answer22"":""Spent less in March"",""answer23"":""Monthly"",""answer24"":""Wet food"",""answer25"":""I\'m not very familiar with the brand"",""answer26"":""5"",""answer27"":""3"",""answer28"":""4"",""answer29"":""3"",""answer30"":""4"",""answer31"":""3"",""answer32"":""3"",""answer33"":""Hill\'s Science Diet"",""answer34"":""Recommended by my vet, Frankie\'s health"",""answer35"":""4"",""answer36"":""4"",""answer37"":""4"",""answer38"":""3"",""answer39"":""4"",""answer40"":""4"",""answer41"":""3"",""answer42"":""4"",""answer43"":""I interact more"",""answer44"":""Retirement, I have more time"",""answer45"":""Yes"",""answer46"":""No"",""answer47"":""N/A-I\'m not planning to travel with my dog this Spring"",""answer48"":""Female"",""answer49"":""70"",""answer50"":""1"",""answer51"":""Associate degree"",""answer52"":""Retired"",""answer53"":""Less than $25,000"",""answer54"":""Springfield"",""answer55"":""Missouri""},{""traits"":""Female aged 60+"",""answer1"":""2"",""answer2"":""Poodle"",""answer3"":""10"",""answer4"":""Coco"",""answer5"":""Her fur\'s chocolate color"",""answer6"":""Cokes"",""answer7"":""After 2020"",""answer8"":""yes"",""answer9"":""3"",""answer10"":""Adoration"",""answer11"":""I feel less lonely"",""answer12"":""5"",""answer13"":""Best Friend"",""answer14"":""Coco follows me everywhere"",""answer15"":""Fetch, just a few sessions"",""answer16"":""18, on a designer doggy bed"",""answer17"":""yes"",""answer18"":""$2000"",""answer19"":""10%"",""answer20"":""70%"",""answer21"":""$160"",""answer22"":""Spent more in March"",""answer23"":""Weekly"",""answer24"":""Mix"",""answer25"":""I know a lot about the brand"",""answer26"":""5"",""answer27"":""2"",""answer28"":""5"",""answer29"":""5"",""answer30"":""5"",""answer31"":""3"",""answer32"":""5"",""answer33"":""Orijen"",""answer34"":""Coco\'s improvement, natural ingredients"",""answer35"":""5"",""answer36"":""3"",""answer37"":""5"",""answer38"":""5"",""answer39"":""5"",""answer40"":""3"",""answer41"":""5"",""answer42"":""3"",""answer43"":""I interact more"",""answer44"":""Having moved to a pet-friendly community"",""answer45"":""Yes"",""answer46"":""Yes"",""answer47"":""Car"",""answer48"":""Female"",""answer49"":""61"",""answer50"":""1"",""answer51"":""Graduate degree"",""answer52"":""Self-employed"",""answer53"":""$100,000 to $149,000"",""answer54"":""San Diego"",""answer55"":""California""},{""traits"":""Female aged 60+"",""answer1"":""11"",""answer2"":""Yorkshire Terrier"",""answer3"":""7"",""answer4"":""Pixie"",""answer5"":""Her tiny, fairy-like appearance"",""answer6"":""Pix"",""answer7"":""Before 2020"",""answer8"":""no"",""answer9"":""12"",""answer10"":""A bit anxious, she was so small"",""answer11"":""I enjoy everyday moments more"",""answer12"":""5"",""answer13"":""Family Member"",""answer14"":""She\'s been with me through thick and thin"",""answer15"":""Spin, just took two weeks"",""answer16"":""13, her cushioned crate"",""answer17"":""yes"",""answer18"":""$700"",""answer19"":""15%"",""answer20"":""45%"",""answer21"":""$60"",""answer22"":""Spent about the same in March"",""answer23"":""Bi-weekly"",""answer24"":""Dry food"",""answer25"":""I know just the basics about the brand"",""answer26"":""4"",""answer27"":""3"",""answer28"":""4"",""answer29"":""5"",""answer30"":""5"",""answer31"":""1"",""answer32"":""4"",""answer33"":""Iams"",""answer34"":""My Pixie\'s health, cost-effective"",""answer35"":""4"",""answer36"":""5"",""answer37"":""4"",""answer38"":""4"",""answer39"":""5"",""answer40"":""1"",""answer41"":""4"",""answer42"":""5"",""answer43"":""I interact more"",""answer44"":""The pandemic has us spending more time indoors"",""answer45"":""Not Sure"",""answer46"":""No"",""answer47"":""N/A-I\'m not planning to travel with my dog this Spring"",""answer48"":""Female"",""answer49"":""72"",""answer50"":""2"",""answer51"":""High school diploma or equivalent"",""answer52"":""Retired"",""answer53"":""Less than $25,000"",""answer54"":""Macon"",""answer55"":""Georgia""},{""traits"":""Female aged 60+"",""answer1"":""4"",""answer2"":""Border Collie"",""answer3"":""45"",""answer4"":""Shep"",""answer5"":""Traditional name for a sheepdog"",""answer6"":""Sheppy"",""answer7"":""Before 2020"",""answer8"":""yes"",""answer9"":""5"",""answer10"":""I felt protective"",""answer11"":""Daily physical activity is a must"",""answer12"":""5"",""answer13"":""Loyal companion"",""answer14"":""Always ready to work and play"",""answer15"":""We\'ve mastered herding techniques, took months"",""answer16"":""10, in the utility room on his mat"",""answer17"":""yes"",""answer18"":""$1300"",""answer19"":""10%"",""answer20"":""55%"",""answer21"":""$110"",""answer22"":""Spent about the same in March"",""answer23"":""Weekly"",""answer24"":""Dry food"",""answer25"":""I know a lot about the brand"",""answer26"":""5"",""answer27"":""4"",""answer28"":""5"",""answer29"":""3"",""answer30"":""5"",""answer31"":""3"",""answer32"":""2"",""answer33"":""Acana"",""answer34"":""High-quality, breed-specific formula"",""answer35"":""5"",""answer36"":""4"",""answer37"":""5"",""answer38"":""4"",""answer39"":""5"",""answer40"":""3"",""answer41"":""2"",""answer42"":""4"",""answer43"":""No change"",""answer44"":""Seasonal allergies, we adjust our time outside"",""answer45"":""No"",""answer46"":""No"",""answer47"":""N/A-I\'m not planning to travel with my dog this Spring"",""answer48"":""Female"",""answer49"":""67"",""answer50"":""1"",""answer51"":""Bachelor\'s degree"",""answer52"":""Employed part-time"",""answer53"":""$25,000 to $49,999"",""answer54"":""Topeka"",""answer55"":""Kansas""},{""traits"":""Female aged 60+"",""answer1"":""10"",""answer2"":""Chihuahua"",""answer3"":""5"",""answer4"":""Tiny"",""answer5"":""Her petite size"",""answer6"":""T"",""answer7"":""After 2020"",""answer8"":""yes"",""answer9"":""24"",""answer10"":""Amused by her sassiness"",""answer11"":""It\'s important to love fiercely"",""answer12"":""5"",""answer13"":""Best Friend"",""answer14"":""Tiny is always by my side, my constant tiny shadow"",""answer15"":""Sit pretty, she picked it up in days"",""answer16"":""14, she curls up in the bed under the window"",""answer17"":""yes"",""answer18"":""$550"",""answer19"":""40%"",""answer20"":""30%"",""answer21"":""$50"",""answer22"":""Spent less in March"",""answer23"":""Bi-weekly"",""answer24"":""Mix"",""answer25"":""I know just the basics about the brand"",""answer26"":""5"",""answer27"":""5"",""answer28"":""5"",""answer29"":""2"",""answer30"":""5"",""answer31"":""2"",""answer32"":""1"",""answer33"":""Cesar"",""answer34"":""Tiny loves it, it\'s affordable, easy to store"",""answer35"":""5"",""answer36"":""5"",""answer37"":""4"",""answer38"":""2"",""answer39"":""5"",""answer40"":""2"",""answer41"":""1"",""answer42"":""5"",""answer43"":""No change"",""answer44"":""The seasons changing is the biggest influence"",""answer45"":""Yes"",""answer46"":""Yes"",""answer47"":""Car"",""answer48"":""Female"",""answer49"":""69"",""answer50"":""1"",""answer51"":""Some college, no degree"",""answer52"":""Retired"",""answer53"":""$50,000 to $74,999"",""answer54"":""El Paso"",""answer55"":""Texas""},{""traits"":""Female aged 60+"",""answer1"":""6"",""answer2"":""Bulldog"",""answer3"":""50"",""answer4"":""Winston"",""answer5"":""His stately, British-like demeanor"",""answer6"":""Win"",""answer7"":""Before 2020"",""answer8"":""no"",""answer9"":""3"",""answer10"":""Awe, he\'s got so much character"",""answer11"":""I\'ve become more patient"",""answer12"":""5"",""answer13"":""Family Member"",""answer14"":""He\'s more like a child to me than a pet"",""answer15"":""Speak on command, a stubborn month or so"",""answer16"":""12, sprawled across the hallway rug"",""answer17"":""yes"",""answer18"":""$1100"",""answer19"":""15%"",""answer20"":""45%"",""answer21"":""$90"",""answer22"":""Spent about the same in March"",""answer23"":""Monthly"",""answer24"":""Dry food"",""answer25"":""I know a lot about the brand"",""answer26"":""4"",""answer27"":""2"",""answer28"":""4"",""answer29"":""5"",""answer30"":""5"",""answer31"":""3"",""answer32"":""3"",""answer33"":""Nutro"",""answer34"":""Non-GMO ingredients, Winston\'s preference"",""answer35"":""4"",""answer36"":""3"",""answer37"":""4"",""answer38"":""5"",""answer39"":""5"",""answer40"":""3"",""answer41"":""3"",""answer42"":""3"",""answer43"":""I interact less"",""answer44"":""Winston\'s aging, he is more independent"",""answer45"":""Not Sure"",""answer46"":""No"",""answer47"":""N/A-I\'m not planning to travel with my dog this Spring"",""answer48"":""Female"",""answer49"":""65"",""answer50"":""2"",""answer51"":""Graduate degree"",""answer52"":""Retired"",""answer53"":""Prefer not to say"",""answer54"":""Charleston"",""answer55"":""South Carolina""},{""traits"":""Female aged 60+"",""answer1"":""8"",""answer2"":""Shih Tzu"",""answer3"":""12"",""answer4"":""Gizmo"",""answer5"":""His playful and curious nature"",""answer6"":""Gizzy"",""answer7"":""In 2020"",""answer8"":""yes"",""answer9"":""60"",""answer10"":""Instant love, he\'s such a fluffball"",""answer11"":""I\'m more outgoing, he needs lots of socializing"",""answer12"":""5"",""answer13"":""Best Friend"",""answer14"":""We have an unbreakable bond"",""answer15"":""Roll over, a week\'s full of treats and praise"",""answer16"":""15, on his favorite armchair"",""answer17"":""yes"",""answer18"":""$950"",""answer19"":""10%"",""answer20"":""55%"",""answer21"":""$80"",""answer22"":""Spent about the same in March"",""answer23"":""Monthly"",""answer24"":""Dry food"",""answer25"":""I know just the basics about the brand"",""answer26"":""5"",""answer27"":""4"",""answer28"":""5"",""answer29"":""3"",""answer30"":""5"",""answer31"":""1"",""answer32"":""4"",""answer33"":""Science Diet"",""answer34"":""Gizzy likes it, vet approved, easy to find"",""answer35"":""4"",""answer36"":""4"",""answer37"":""5"",""answer38"":""3"",""answer39"":""5"",""answer40"":""1"",""answer41"":""4"",""answer42"":""4"",""answer43"":""No change"",""answer44"":""Seasonal weather, we keep our routine"",""answer45"":""Yes"",""answer46"":""Not Sure"",""answer47"":""N/A-I\'m not planning to travel with my dog this Spring"",""answer48"":""Female"",""answer49"":""64"",""answer50"":""1"",""answer51"":""Bachelor\'s degree"",""answer52"":""Employed full-time"",""answer53"":""$50,000 to $74,999"",""answer54"":""Reno"",""answer55"":""Nevada""},{""traits"":""Female aged 60+"",""answer1"":""1"",""answer2"":""Australian Shepherd"",""answer3"":""30"",""answer4"":""Blue"",""answer5"":""His striking blue eyes"",""answer6"":""Boo"",""answer7"":""After 2020"",""answer8"":""no"",""answer9"":""2"",""answer10"":""Thrilled, he was full of energy"",""answer11"":""I\'ve got a new sense of purpose"",""answer12"":""5"",""answer13"":""Loyal companion"",""answer14"":""He\'s loyal and always there for support"",""answer15"":""Fetch with a frisbee, about two weeks"",""answer16"":""14, on a runner in the hall"",""answer17"":""yes"",""answer18"":""$1000"",""answer19"":""5%"",""answer20"":""65%"",""answer21"":""$85"",""answer22"":""Spent more in March"",""answer23"":""Weekly"",""answer24"":""Dry food"",""answer25"":""I know a lot about the brand"",""answer26"":""5"",""answer27"":""3"",""answer28"":""5"",""answer29"":""4"",""answer30"":""5"",""answer31"":""4"",""answer32"":""1"",""answer33"":""Taste of the Wild"",""answer34"":""Grain-free, Blue\'s coat looks amazing"",""answer35"":""5"",""answer36"":""4"",""answer37"":""5"",""answer38"":""4"",""answer39"":""5"",""answer40', 'name': 'Answers'}})

final_json = json_repair.loads(response.additional_kwargs['function_call']['arguments'])['answer']

JSON return by json_repair:

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[mangiucugna]

that's a super weird return value with those double double quotes, I will look into it. Do you know by any chance why the output is formatted like that?

[pd2871]

that's a super weird return value with those double double quotes, I will look into it. Do you know by any chance why the output is formatted like that?

This is extracted from AIMessage returned from Langchain. I tried to use my custom parser instead of parsers provided by Langchain because they were not able to handle broken JSONs.

[mangiucugna]

I have released 0.12.0 to support this format, let me know if it works for you as it passed all tests for me

[pd2871]

I have released 0.12.0 to support this format, let me know if it works for you as it passed all tests for me

Thank you for this quick fix. I will check it and let you know in any case of failure with new similar data.

[nikolaysm]

Hi @mangiucugna,

Thank you for your efforts on this. I've encountered a similar issue with the output from the LLM. It seems that the repair_json function isn't handling certain cases correctly.

For instance, when trying to repair the following JSON string:

json_str = '{\n"html": "<h3 id="title">Waarom meer dan 200 Technical Experts - "Passie voor techniek"?</h3>"}'
data = repair_json(json_str, return_objects=True)

The current output is:

{
    'html': '<h3 id=', 
    'techniek': 'h3>',
    'title': u'Waarom meer dan 200 Technical Experts - '
}

However, the expected output should be:

{
    'html': '<h3 id="title">Waarom meer dan 200 Technical Experts - "Passie voor techniek"?</h3>'
}

It seems like the function is having trouble handling certain characters or nested structures properly. Would you mind looking into this further?

Thank you again for your attention to this matter.

[mangiucugna]

Hi @nikolaysm can you open a new issue for that? The issue is with the fact that the right format is <h3 id='title'> so I am not 100% sure I can support this use case but is definitely a distinct use case from this issue