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22 vulnerabilities by llamaindex

CVE-2025-7707 (GCVE-0-2025-7707)

Vulnerability from cvelistv5 – Published: 2025-10-13 16:15 – Updated: 2025-10-14 14:32
VLAI?
Summary
The llama_index library version 0.12.33 sets the NLTK data directory to a subdirectory of the codebase by default, which is world-writable in multi-user environments. This configuration allows local users to overwrite, delete, or corrupt NLTK data files, leading to potential denial of service, data tampering, or privilege escalation. The vulnerability arises from the use of a shared cache directory instead of a user-specific one, making it susceptible to local data tampering and denial of service.
CWE
  • CWE-377 - Insecure Temporary File
Assigner
Impacted products
Vendor Product Version
run-llama run-llama/llama_index Affected: unspecified , < v0.13.0 (custom)
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Show details on NVD website

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CVE-2025-6211 (GCVE-0-2025-6211)

Vulnerability from cvelistv5 – Published: 2025-07-10 13:04 – Updated: 2025-07-10 15:13
VLAI?
Summary
A vulnerability in the DocugamiReader class of the run-llama/llama_index repository, up to version 0.12.28, involves the use of MD5 hashing to generate IDs for document chunks. This approach leads to hash collisions when structurally distinct chunks contain identical text, resulting in one chunk overwriting another. This can cause loss of semantically or legally important document content, breakage of parent-child chunk hierarchies, and inaccurate or hallucinated responses in AI outputs. The issue is resolved in version 0.3.1.
CWE
  • CWE-440 - Expected Behavior Violation
Assigner
Impacted products
Vendor Product Version
run-llama run-llama/llama_index Affected: unspecified , < 0.3.1 (custom)
Create a notification for this product.
Show details on NVD website

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CVE-2025-6209 (GCVE-0-2025-6209)

Vulnerability from cvelistv5 – Published: 2025-07-07 12:21 – Updated: 2025-07-07 13:45
VLAI?
Summary
A path traversal vulnerability exists in run-llama/llama_index versions 0.12.27 through 0.12.40, specifically within the `encode_image` function in `generic_utils.py`. This vulnerability allows an attacker to manipulate the `image_path` input to read arbitrary files on the server, including sensitive system files. The issue arises due to improper validation or sanitization of the file path, enabling path traversal sequences to access files outside the intended directory. The vulnerability is fixed in version 0.12.41.
CWE
  • CWE-29 - Path Traversal: '\..\filename'
Assigner
Impacted products
Vendor Product Version
run-llama run-llama/llama_index Affected: unspecified , < 0.12.41 (custom)
Create a notification for this product.
Show details on NVD website

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CVE-2025-5472 (GCVE-0-2025-5472)

Vulnerability from cvelistv5 – Published: 2025-07-07 09:55 – Updated: 2025-07-07 11:23
VLAI?
Summary
The JSONReader in run-llama/llama_index versions 0.12.28 is vulnerable to a stack overflow due to uncontrolled recursive JSON parsing. This vulnerability allows attackers to trigger a Denial of Service (DoS) by submitting deeply nested JSON structures, leading to a RecursionError and crashing applications. The root cause is the unsafe recursive traversal design and lack of depth validation, which makes the JSONReader susceptible to stack overflow when processing deeply nested JSON. This impacts the availability of services, making them unreliable and disrupting workflows. The issue is resolved in version 0.12.38.
CWE
Assigner
Impacted products
Vendor Product Version
run-llama run-llama/llama_index Affected: unspecified , < 0.12.38 (custom)
Create a notification for this product.
Show details on NVD website

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CVE-2025-6210 (GCVE-0-2025-6210)

Vulnerability from cvelistv5 – Published: 2025-07-07 09:55 – Updated: 2025-07-07 12:17
VLAI?
Summary
A vulnerability in the ObsidianReader class of the run-llama/llama_index repository, specifically in version 0.12.27, allows for hardlink-based path traversal. This flaw permits attackers to bypass path restrictions and access sensitive system files, such as /etc/passwd, by exploiting hardlinks. The vulnerability arises from inadequate handling of hardlinks in the load_data() method, where the security checks fail to differentiate between real files and hardlinks. This issue is resolved in version 0.5.2.
CWE
  • CWE-22 - Improper Limitation of a Pathname to a Restricted Directory ('Path Traversal')
Assigner
Impacted products
Vendor Product Version
run-llama run-llama/llama_index Affected: unspecified , < 0.5.2 (custom)
Create a notification for this product.
Show details on NVD website

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CVE-2025-3046 (GCVE-0-2025-3046)

Vulnerability from cvelistv5 – Published: 2025-07-07 09:54 – Updated: 2025-07-07 14:00
VLAI?
Summary
A vulnerability in the `ObsidianReader` class of the run-llama/llama_index repository, versions 0.12.23 to 0.12.28, allows for arbitrary file read through symbolic links. The `ObsidianReader` fails to resolve symlinks to their real paths and does not validate whether the resolved paths lie within the intended directory. This flaw enables attackers to place symlinks pointing to files outside the vault directory, which are then processed as valid Markdown files, potentially exposing sensitive information.
CWE
  • CWE-22 - Improper Limitation of a Pathname to a Restricted Directory ('Path Traversal')
Assigner
Impacted products
Vendor Product Version
run-llama run-llama/llama_index Affected: unspecified , < 0.12.28 (custom)
Create a notification for this product.
Show details on NVD website

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CVE-2025-3044 (GCVE-0-2025-3044)

Vulnerability from cvelistv5 – Published: 2025-07-07 09:54 – Updated: 2025-07-07 15:23
VLAI?
Summary
A vulnerability in the ArxivReader class of the run-llama/llama_index repository, versions up to v0.12.22.post1, allows for MD5 hash collisions when generating filenames for downloaded papers. This can lead to data loss as papers with identical titles but different contents may overwrite each other, preventing some papers from being processed for AI model training. The issue is resolved in version 0.12.28.
CWE
  • CWE-440 - Expected Behavior Violation
Assigner
Impacted products
Vendor Product Version
run-llama run-llama/llama_index Affected: unspecified , < 0.12.28 (custom)
Create a notification for this product.
Show details on NVD website

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CVE-2025-3225 (GCVE-0-2025-3225)

Vulnerability from cvelistv5 – Published: 2025-07-07 09:54 – Updated: 2025-07-07 14:59
VLAI?
Summary
An XML Entity Expansion vulnerability, also known as a 'billion laughs' attack, exists in the sitemap parser of the run-llama/llama_index repository, specifically affecting version v0.12.21. This vulnerability allows an attacker to supply a malicious Sitemap XML, leading to a Denial of Service (DoS) by exhausting system memory and potentially causing a system crash. The issue is resolved in version v0.12.29.
CWE
  • CWE-776 - Improper Restriction of Recursive Entity References in DTDs
Assigner
Impacted products
Vendor Product Version
run-llama run-llama/llama_index Affected: unspecified , < v0.12.29 (custom)
Create a notification for this product.
Show details on NVD website

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CVE-2025-3108 (GCVE-0-2025-3108)

Vulnerability from cvelistv5 – Published: 2025-07-06 22:47 – Updated: 2025-07-07 13:43
VLAI?
Summary
A critical deserialization vulnerability exists in the run-llama/llama_index library's JsonPickleSerializer component, affecting versions v0.12.27 through v0.12.40. This vulnerability allows remote code execution due to an insecure fallback to Python's pickle module. JsonPickleSerializer prioritizes deserialization using pickle.loads(), which can execute arbitrary code when processing untrusted data. Attackers can exploit this by crafting malicious payloads to achieve full system compromise. The root cause includes an insecure fallback mechanism, lack of validation or safeguards, misleading design, and violation of Python security guidelines.
CWE
  • CWE-1112 - Incomplete Documentation of Program Execution
Assigner
Impacted products
Vendor Product Version
run-llama run-llama/llama_index Affected: unspecified , < v0.12.41 (custom)
Create a notification for this product.
Show details on NVD website

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CVE-2025-1793 (GCVE-0-2025-1793)

Vulnerability from cvelistv5 – Published: 2025-06-05 04:54 – Updated: 2025-06-05 14:08
VLAI?
Summary
Multiple vector store integrations in run-llama/llama_index version v0.12.21 have SQL injection vulnerabilities. These vulnerabilities allow an attacker to read and write data using SQL, potentially leading to unauthorized access to data of other users depending on the usage of the llama-index library in a web application.
CWE
  • CWE-89 - Improper Neutralization of Special Elements used in an SQL Command
Assigner
Impacted products
Vendor Product Version
run-llama run-llama/llama_index Affected: unspecified , < 0.12.28 (custom)
Create a notification for this product.
Show details on NVD website

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CVE-2025-1750 (GCVE-0-2025-1750)

Vulnerability from cvelistv5 – Published: 2025-06-02 10:04 – Updated: 2025-06-02 12:18
VLAI?
Summary
An SQL injection vulnerability exists in the delete function of DuckDBVectorStore in run-llama/llama_index version v0.12.19. This vulnerability allows an attacker to manipulate the ref_doc_id parameter, enabling them to read and write arbitrary files on the server, potentially leading to remote code execution (RCE).
CWE
  • CWE-89 - Improper Neutralization of Special Elements used in an SQL Command
Assigner
Impacted products
Vendor Product Version
run-llama run-llama/llama_index Affected: unspecified , < 0.3.1 (custom)
Create a notification for this product.
Show details on NVD website

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CVE-2025-1753 (GCVE-0-2025-1753)

Vulnerability from cvelistv5 – Published: 2025-05-28 09:34 – Updated: 2025-05-28 13:25
VLAI?
Summary
LLama-Index CLI version v0.12.20 contains an OS command injection vulnerability. The vulnerability arises from the improper handling of the `--files` argument, which is directly passed into `os.system`. An attacker who controls the content of this argument can inject and execute arbitrary shell commands. This vulnerability can be exploited locally if the attacker has control over the CLI arguments, and remotely if a web application calls the LLama-Index CLI with a user-controlled filename. This issue can lead to arbitrary code execution on the affected system.
CWE
  • CWE-78 - Improper Neutralization of Special Elements used in an OS Command
Assigner
Impacted products
Vendor Product Version
run-llama run-llama/llama_index Affected: unspecified , < 0.4.1 (custom)
Create a notification for this product.
Show details on NVD website

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CVE-2025-1752 (GCVE-0-2025-1752)

Vulnerability from cvelistv5 – Published: 2025-05-10 13:21 – Updated: 2025-10-15 12:50
VLAI?
Summary
A Denial of Service (DoS) vulnerability has been identified in the KnowledgeBaseWebReader class of the run-llama/llama_index project, affecting version ~ latest(v0.12.15). The vulnerability arises due to inappropriate secure coding measures, specifically the lack of proper implementation of the max_depth parameter in the get_article_urls function. This allows an attacker to exhaust Python's recursion limit through repeated function calls, leading to resource consumption and ultimately crashing the Python process.
CWE
Assigner
Impacted products
Vendor Product Version
run-llama run-llama/llama_index Affected: unspecified , < 0.3.6 (custom)
Create a notification for this product.
Show details on NVD website

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CVE-2024-11958 (GCVE-0-2024-11958)

Vulnerability from cvelistv5 – Published: 2025-03-20 10:10 – Updated: 2025-03-20 18:16
VLAI?
Summary
A SQL injection vulnerability exists in the `duckdb_retriever` component of the run-llama/llama_index repository, specifically in the latest version. The vulnerability arises from the construction of SQL queries without using prepared statements, allowing an attacker to inject arbitrary SQL code. This can lead to remote code execution (RCE) by installing the shellfs extension and executing malicious commands.
CWE
  • CWE-89 - Improper Neutralization of Special Elements used in an SQL Command
Assigner
Impacted products
Vendor Product Version
run-llama run-llama/llama_index Affected: unspecified , < 0.4.0 (custom)
Create a notification for this product.
Show details on NVD website

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CVE-2024-12911 (GCVE-0-2024-12911)

Vulnerability from cvelistv5 – Published: 2025-03-20 10:09 – Updated: 2025-10-15 12:50
VLAI?
Summary
A vulnerability in the `default_jsonalyzer` function of the `JSONalyzeQueryEngine` in the run-llama/llama_index repository allows for SQL injection via prompt injection. This can lead to arbitrary file creation and Denial-of-Service (DoS) attacks. The vulnerability affects the latest version and is fixed in version 0.5.1.
CWE
  • CWE-89 - Improper Neutralization of Special Elements used in an SQL Command
Assigner
Impacted products
Vendor Product Version
run-llama run-llama/llama_index Affected: unspecified , < 0.5.1 (custom)
Create a notification for this product.
Show details on NVD website

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CVE-2024-12909 (GCVE-0-2024-12909)

Vulnerability from cvelistv5 – Published: 2025-03-20 10:09 – Updated: 2025-03-20 18:56
VLAI?
Summary
A vulnerability in the FinanceChatLlamaPack of the run-llama/llama_index repository, versions up to v0.12.3, allows for SQL injection in the `run_sql_query` function of the `database_agent`. This vulnerability can be exploited by an attacker to inject arbitrary SQL queries, leading to remote code execution (RCE) through the use of PostgreSQL's large object functionality. The issue is fixed in version 0.3.0.
CWE
  • CWE-89 - Improper Neutralization of Special Elements used in an SQL Command
Assigner
Impacted products
Vendor Product Version
run-llama run-llama/llama_index Affected: unspecified , < 0.3.0 (custom)
Create a notification for this product.
Show details on NVD website

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CVE-2024-12910 (GCVE-0-2024-12910)

Vulnerability from cvelistv5 – Published: 2025-03-20 10:09 – Updated: 2025-10-15 12:50
VLAI?
Summary
A vulnerability in the `KnowledgeBaseWebReader` class of the run-llama/llama_index repository, version latest, allows an attacker to cause a Denial of Service (DoS) by controlling a URL variable to contain the root URL. This leads to infinite recursive calls to the `get_article_urls` method, exhausting system resources and potentially crashing the application.
CWE
Assigner
Impacted products
Vendor Product Version
run-llama run-llama/llama_index Affected: unspecified , < 0.3.3 (custom)
Create a notification for this product.
Show details on NVD website

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CVE-2024-12704 (GCVE-0-2024-12704)

Vulnerability from cvelistv5 – Published: 2025-03-20 10:09 – Updated: 2025-10-15 12:50
VLAI?
Summary
A vulnerability in the LangChainLLM class of the run-llama/llama_index repository, version v0.12.5, allows for a Denial of Service (DoS) attack. The stream_complete method executes the llm using a thread and retrieves the result via the get_response_gen method of the StreamingGeneratorCallbackHandler class. If the thread terminates abnormally before the _llm.predict is executed, there is no exception handling for this case, leading to an infinite loop in the get_response_gen function. This can be triggered by providing an input of an incorrect type, causing the thread to terminate and the process to continue running indefinitely.
CWE
  • CWE-835 - Loop with Unreachable Exit Condition
Assigner
Impacted products
Vendor Product Version
run-llama run-llama/llama_index Affected: unspecified , < 0.12.6 (custom)
Create a notification for this product.
Show details on NVD website

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CVE-2024-45201 (GCVE-0-2024-45201)

Vulnerability from cvelistv5 – Published: 2024-08-22 00:00 – Updated: 2024-11-25 18:19
VLAI?
Summary
An issue was discovered in llama_index before 0.10.38. download/integration.py includes an exec call for import {cls_name}.
CWE
  • n/a
Assigner
Show details on NVD website

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CVE-2024-4181 (GCVE-0-2024-4181)

Vulnerability from cvelistv5 – Published: 2024-05-16 09:03 – Updated: 2024-08-01 20:33
VLAI?
Summary
A command injection vulnerability exists in the RunGptLLM class of the llama_index library, version 0.9.47, used by the RunGpt framework from JinaAI to connect to Language Learning Models (LLMs). The vulnerability arises from the improper use of the eval function, allowing a malicious or compromised LLM hosting provider to execute arbitrary commands on the client's machine. This issue was fixed in version 0.10.13. The exploitation of this vulnerability could lead to a hosting provider gaining full control over client machines.
CWE
  • CWE-94 - Improper Control of Generation of Code
Assigner
Impacted products
Vendor Product Version
run-llama run-llama/llama_index Affected: unspecified , < 0.10.13 (custom)
Create a notification for this product.
Show details on NVD website

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CVE-2024-3271 (GCVE-0-2024-3271)

Vulnerability from cvelistv5 – Published: 2024-04-16 00:00 – Updated: 2024-08-01 20:05
VLAI?
Summary
A command injection vulnerability exists in the run-llama/llama_index repository, specifically within the safe_eval function. Attackers can bypass the intended security mechanism, which checks for the presence of underscores in code generated by LLM, to execute arbitrary code. This is achieved by crafting input that does not contain an underscore but still results in the execution of OS commands. The vulnerability allows for remote code execution (RCE) on the server hosting the application.
CWE
  • CWE-77 - Improper Neutralization of Special Elements used in a Command ('Command Injection')
Assigner
Impacted products
Vendor Product Version
run-llama run-llama/llama_index Affected: unspecified , < 10.26 (custom)
Create a notification for this product.
Show details on NVD website

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CVE-2024-23751 (GCVE-0-2024-23751)

Vulnerability from cvelistv5 – Published: 2024-01-22 00:00 – Updated: 2025-06-20 18:42
VLAI?
Summary
LlamaIndex (aka llama_index) through 0.9.34 allows SQL injection via the Text-to-SQL feature in NLSQLTableQueryEngine, SQLTableRetrieverQueryEngine, NLSQLRetriever, RetrieverQueryEngine, and PGVectorSQLQueryEngine. For example, an attacker might be able to delete this year's student records via "Drop the Students table" within English language input.
CWE
  • n/a
Assigner
Show details on NVD website

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